diff --git a/.agents/skills/git-worktrees/SKILL.md b/.agents/skills/git-worktrees/SKILL.md index d5111b05e..ae1423b7f 100644 --- a/.agents/skills/git-worktrees/SKILL.md +++ b/.agents/skills/git-worktrees/SKILL.md @@ -29,10 +29,10 @@ uv sync --frozen This creates a local `.venv` in the worktree. With uv's cache the install takes ~2-3 seconds on a warm cache. -If you need different extras (e.g. `cu128` vs `cpu`), pass them explicitly: +If you need different extras (e.g. `cu129` vs `cpu`), pass them explicitly: ```bash -uv sync --frozen --extra cu128 --extra engine --group dev +uv sync --frozen --extra cu129 --extra engine --group dev ``` Never run bare `uv sync` without `--frozen` -- it re-locks `uv.lock` and creates dirty state. diff --git a/.agents/skills/uv-build/SKILL.md b/.agents/skills/uv-build/SKILL.md index efb3ab2dd..7067d93d9 100644 --- a/.agents/skills/uv-build/SKILL.md +++ b/.agents/skills/uv-build/SKILL.md @@ -19,7 +19,7 @@ make bootstrap-tools && make bootstrap-nss cpu # Pick a variant: make bootstrap-nss dev # dev tools only (no engine/torch) make bootstrap-nss cpu # + engine + CPU PyTorch -make bootstrap-nss cu128 # + engine + CUDA 12.8 PyTorch +make bootstrap-nss cu129 # + engine + CUDA 12.9 PyTorch make bootstrap-nss engine # + engine (no torch) ``` @@ -30,11 +30,11 @@ Under the hood: `uv sync --frozen --extra [--extra engine] --group dev` | Extra | What it installs | |-------|------------------| | `cpu` | PyTorch CPU, faiss-cpu, flashinfer (Linux only) | -| `cu128` | PyTorch+CUDA 12.8, faiss-gpu, flashinfer-jit-cache | +| `cu129` | PyTorch+CUDA 12.9, faiss-gpu, flashinfer-jit-cache | | `engine` | ML pipeline deps (outlines, wandb, tiktoken, etc.) -- no torch | | `microservices` | `nemo-microservices` from local path | -`cpu` and `cu128` conflict -- you must pick one, never both. Enforced in `[tool.uv] conflicts`. +`cpu` and `cu129` conflict -- you must pick one, never both. Enforced in `[tool.uv] conflicts`. ## Index Management @@ -43,9 +43,9 @@ PyTorch wheels come from dedicated indexes, not PyPI: | Index | URL | Used for | |-------|-----|----------| | `pytorch-cpu` | `download.pytorch.org/whl/cpu` | torch, torchvision (CPU, Linux) | -| `pytorch-cu128` | `download.pytorch.org/whl/cu128` | torch, torchvision, triton, xformers (CUDA) | +| `pytorch-cu129` | `download.pytorch.org/whl/cu129` | torch, torchvision, triton (CUDA) | | `nv-shared-pypi-local` | NVIDIA Artifactory | Internal NVIDIA packages | -| `flashinfer-jit-cache` | `flashinfer.ai/whl/cu128` | FlashInfer JIT cache | +| `flashinfer-jit-cache` | `flashinfer.ai/whl/cu129` | FlashInfer JIT cache | | `nvidia-pypi-public` | `pypi.nvidia.com` | Public NVIDIA packages | All indexes are `explicit = true` (only used when a package is mapped to them in `[tool.uv.sources]`). diff --git a/.claude/commands/bootstrap.md b/.claude/commands/bootstrap.md index 63706f5ba..f192abe43 100644 --- a/.claude/commands/bootstrap.md +++ b/.claude/commands/bootstrap.md @@ -13,9 +13,9 @@ Set up the development environment from scratch. 2. Install Python dependencies (choose one): ```bash make bootstrap-nss cpu # CPU-only (macOS or Linux without GPU) - make bootstrap-nss cuda # CUDA 12.8 (Linux with NVIDIA GPU) + make bootstrap-nss cuda # CUDA 12.9 (Linux with NVIDIA GPU) make bootstrap-nss engine # Engine dependencies only (no torch) make bootstrap-nss dev # Minimal dev dependencies only ``` -Note: `cuda` is an alias for `cu128`. Both are equivalent. +Note: `cuda` is an alias for `cu129`. Both are equivalent. diff --git a/.coderabbit.yaml b/.coderabbit.yaml index b8313369c..10ddd2129 100644 --- a/.coderabbit.yaml +++ b/.coderabbit.yaml @@ -356,4 +356,4 @@ knowledge_base: - ".cursor/rules/*.mdc" chat: - auto_reply: true \ No newline at end of file + auto_reply: true diff --git a/.cursor/setup-worktree.sh b/.cursor/setup-worktree.sh index bff60f93c..db43b6a76 100755 --- a/.cursor/setup-worktree.sh +++ b/.cursor/setup-worktree.sh @@ -16,10 +16,10 @@ fi # Bare --frozen installs the base environment. For GPU dev work (ty, import # checks, GPU tests) run the full command manually after setup: -# uv sync --frozen --extra cu128 --extra engine --group dev +# uv sync --frozen --extra cu129 --extra engine --group dev uv sync --frozen echo "Venv ready: $(pwd)/.venv" -echo "Note: for GPU extras run: uv sync --frozen --extra cu128 --extra engine --group dev" +echo "Note: for GPU extras run: uv sync --frozen --extra cu129 --extra engine --group dev" for _envfile in .env .env.local mise.local.toml .local.envrc; do if [ -f "$ROOT_WORKTREE_PATH/$_envfile" ]; then diff --git a/.github/actions/setup-gpu-test-env/action.yml b/.github/actions/setup-gpu-test-env/action.yml index d8d3bc3ef..eb406ec29 100644 --- a/.github/actions/setup-gpu-test-env/action.yml +++ b/.github/actions/setup-gpu-test-env/action.yml @@ -27,7 +27,7 @@ inputs: cuda-extra: description: "CUDA dependency extra to bootstrap" required: false - default: "cu128" + default: "cu129" runs: using: "composite" diff --git a/AGENTS.md b/AGENTS.md index 72abfae23..0cd60ca98 100644 --- a/AGENTS.md +++ b/AGENTS.md @@ -24,7 +24,7 @@ Common commands: `make test` (unit tests), `make format` (auto-fix formatting + The canonical `uv sync` command for a full GPU/dev environment is: ```bash -uv sync --frozen --extra cu128 --extra engine --group dev +uv sync --frozen --extra cu129 --extra engine --group dev ``` Bare `uv sync --frozen` (without extras) installs an incomplete environment -- `ty`, import checks, and GPU tests will fail. diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index f3186b935..432f15e8d 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -59,7 +59,7 @@ Please read our [Code of Conduct](CODE_OF_CONDUCT.md) before contributing. # Install Python dependencies (choose one) make bootstrap-nss cpu # CPU-only (macOS or Linux without GPU) - make bootstrap-nss cuda # CUDA 12.8 (Linux with NVIDIA GPU) + make bootstrap-nss cuda # CUDA 12.9 (Linux with NVIDIA GPU) make bootstrap-nss engine # Engine dependencies only make bootstrap-nss dev # Minimal dev dependencies only ``` diff --git a/Makefile b/Makefile index c74c7bf7f..8c4770fb6 100644 --- a/Makefile +++ b/Makefile @@ -13,7 +13,7 @@ NSS_ROOT_PATH := $(shell pwd) # Normalize architecture names ifeq ($(ARCH),x86_64) ARCH := amd64 - PYTORCH_DEPS := cu128 + PYTORCH_DEPS := cu129 export BUILD_ARCH ?= linux/amd64 endif ifeq ($(ARCH),aarch64) @@ -82,12 +82,12 @@ verify-python-version: ## Verify Python version and install if necessary uv venv --seed --allow-existing --python 3.11 .PHONY: bootstrap-python -bootstrap-python: .venv ## Bootstrap Python dependencies. Set PYTORCH_DEPS to 'cpu' or 'cu128'. Here mostly for legacy usage. +bootstrap-python: .venv ## Bootstrap Python dependencies. Set PYTORCH_DEPS to 'cpu' or 'cu129'. Here mostly for legacy usage. uv sync --frozen --extra ${PYTORCH_DEPS} --extra engine --group dev # Dynamic targets for bootstrap-nss # Usage: make bootstrap-nss {dev,engine,cpu,cuda} -BOOTSTRAP_EXTRAS := dev engine cpu cuda cu128 +BOOTSTRAP_EXTRAS := dev engine cpu cuda cu129 $(BOOTSTRAP_EXTRAS): @: @@ -97,9 +97,9 @@ bootstrap-nss: .venv ## Bootstrap Python dependencies. Usage: make bootstrap-nss @echo "~~~~~~" @echo "attempting to install nss package with primary extra: $(EXTRA)" @if [ "$(EXTRA)" = "cuda" ]; then \ - uv sync --frozen --extra cu128 --extra engine --group dev; \ - elif [ "$(EXTRA)" = "cu128" ]; then \ - uv sync --frozen --extra cu128 --extra engine --group dev; \ + uv sync --frozen --extra cu129 --extra engine --group dev; \ + elif [ "$(EXTRA)" = "cu129" ]; then \ + uv sync --frozen --extra cu129 --extra engine --group dev; \ elif [ "$(EXTRA)" = "cpu" ]; then \ uv sync --frozen --extra cpu --extra engine --group dev; \ elif [ "$(EXTRA)" = "engine" ]; then \ @@ -489,7 +489,7 @@ NSS_DATASETS := clinc_oos dow_jones_index define nss_combo_test test-nss-$(1)-$(2)-ci: ## Run pytest test for $(shell echo $(1) | tr '_' '-') config with $(shell echo $(2) | tr '_' '-') dataset - $(MAKE) bootstrap-nss cu128 + $(MAKE) bootstrap-nss cu129 $(PYTEST_NO_XDIST_CMD) -vv $(PYTEST_CI_OPTS) $(NSS_ROOT_PATH)/tests/e2e/test_dataset_config.py -k "test_$(2)_dataset[$(subst _,-,$(1))]" endef diff --git a/README.md b/README.md index 52d3fe915..39ee8e449 100644 --- a/README.md +++ b/README.md @@ -18,15 +18,17 @@ Read detailed usage below, or jump to the documentation with [Getting Started](h ```bash # With uv (recommended): -uv pip install "nemo-safe-synthesizer[cu128,engine]" \ - --index https://flashinfer.ai/whl/cu128 \ - --index https://download.pytorch.org/whl/cu128 \ +uv pip install "nemo-safe-synthesizer[cu129,engine]" \ + --index https://flashinfer.ai/whl/cu129 \ + --index https://download.pytorch.org/whl/cu129 \ + --index https://wheels.vllm.ai/88d34c6409e9fb3c7b8ca0c04756f061d2099eb1/cu129 \ --index-strategy unsafe-best-match # With pip: -pip install "nemo-safe-synthesizer[cu128,engine]" \ - --extra-index-url https://download.pytorch.org/whl/cu128 \ - --extra-index-url https://flashinfer.ai/whl/cu128 +pip install "nemo-safe-synthesizer[cu129,engine]" \ + --extra-index-url https://download.pytorch.org/whl/cu129 \ + --extra-index-url https://flashinfer.ai/whl/cu129 \ + --extra-index-url https://wheels.vllm.ai/88d34c6409e9fb3c7b8ca0c04756f061d2099eb1/cu129 ``` Or install from source: @@ -210,7 +212,7 @@ Controls the HuggingFace attention backend used during model loading for trainin ```yaml # config.yaml training: - attn_implementation: "kernels-community/vllm-flash-attn3" + attn_implementation: "sdpa" ``` ```bash @@ -220,13 +222,14 @@ safe-synthesizer run --training__attn_implementation sdpa --data-source my_data. | Value | Description | Requires | |-------|-------------|----------| -| `kernels-community/vllm-flash-attn3` | Flash Attention 3 via HuggingFace Kernels Hub (default) | `kernels` pip package | +| `sdpa` | PyTorch scaled dot product attention (default) | None (built-in) | +| `eager` | Standard PyTorch attention | None (built-in) | | `kernels-community/flash-attn2` | Flash Attention 2 via HuggingFace Kernels Hub | `kernels` pip package | +| `kernels-community/vllm-flash-attn3` | Flash Attention 3 via HuggingFace Kernels Hub | `kernels` pip package and compatible prebuilt kernel | | `flash_attention_2` | Flash Attention 2 (traditional) | `flash-attn` pip package | -| `sdpa` | PyTorch scaled dot product attention | None (built-in) | -| `eager` | Standard PyTorch attention | None (built-in) | +| `flash_attention_3` | Flash Attention 3 (traditional) | `flash-attn-3` support | -If the default `kernels-community/vllm-flash-attn3` is configured but the `kernels` package is not installed, the backend automatically falls back to `sdpa`. +If a `kernels-community/...` value is configured but the `kernels` package is not installed, the backend automatically falls back to `sdpa`. ### Generation (`attention_backend`) diff --git a/containers/Dockerfile.cuda b/containers/Dockerfile.cuda index 9fe051c64..3dca7e247 100644 --- a/containers/Dockerfile.cuda +++ b/containers/Dockerfile.cuda @@ -5,7 +5,7 @@ # # Stages: # tools -- install mise and all dev tools (uv, ruff, etc.) -# deps -- install Python, uv, and all cu128+engine dependencies +# deps -- install Python, uv, and all cu129+engine dependencies # runtime -- minimal CLI wrapper (ENTRYPOINT entrypoint.sh -> safe-synthesizer) # dev -- extends runtime with dev tools, tests, and interactive shell # @@ -58,7 +58,7 @@ ARG TARGETARCH # --------------------------------------------------------------------------- # Build arguments # --------------------------------------------------------------------------- -ARG CUDA_VERSION=12.8.1 +ARG CUDA_VERSION=12.9.1 ARG UBUNTU_VERSION=22.04 # Use "runtime" when all deps ship pre-built wheels (current state). # Switch to "devel" if a future dependency requires CUDA compilation. @@ -142,14 +142,14 @@ RUN --mount=type=cache,target=/root/.cache/uv \ # not when source code changes. COPY pyproject.toml uv.lock ./ RUN --mount=type=cache,target=/root/.cache/uv \ - uv sync --no-install-project --extra cu128 --extra engine --no-group dev + uv sync --no-install-project --extra cu129 --extra engine --no-group dev # -- Project layer: install the project (non-editable so the venv is # self-contained and source code is not needed in the runtime image). COPY README.md ./ COPY src/ src/ RUN --mount=type=cache,target=/root/.cache/uv \ - uv sync --no-editable --extra cu128 --extra engine --no-group dev + uv sync --no-editable --extra cu129 --extra engine --no-group dev # --------------------------------------------------------------------------- # Stage 3: runtime -- minimal image wrapping the safe-synthesizer CLI @@ -233,7 +233,7 @@ COPY . . # Install dev dependencies into the existing venv. RUN --mount=type=cache,target=/root/.cache/uv \ - uv sync --extra cu128 --extra engine --group dev + uv sync --extra cu129 --extra engine --group dev RUN git config --global --add safe.directory /workspace diff --git a/docs/developer-guide/docker.md b/docs/developer-guide/docker.md index eff76667f..053cee1bd 100644 --- a/docs/developer-guide/docker.md +++ b/docs/developer-guide/docker.md @@ -24,7 +24,7 @@ flowchart TD subgraph stages [Build Stages] tools["tools\nInstalls mise + all dev tools\n(.mise.toml is single source of truth)"] - deps["deps\nInstalls Python 3.11 via uv\nuv sync cu128+engine"] + deps["deps\nInstalls Python 3.11 via uv\nuv sync cu129+engine"] runtime["runtime\nCopies venv + Python\nNon-root appuser\ntini + entrypoint.sh"] dev["dev\nExtends runtime\nCopies mise tree from tools\nRoot user"] end @@ -44,7 +44,7 @@ flowchart TD Uses the [mise Docker cookbook](https://mise.jdx.dev/mise-cookbook/docker.html) pattern with `MISE_DATA_DIR=/mise` for stable, copyable paths. - deps: copies the uv binary from `tools`, then installs Python and all - cu128+engine dependencies. Uses `--mount=type=cache` to avoid + cu129+engine dependencies. Uses `--mount=type=cache` to avoid re-downloading ~10 GB of PyTorch/CUDA wheels. - runtime: copies the venv and uv-managed Python into a fresh CUDA runtime base. Runs as non-root `appuser` (uid 1000). GPU access is declared via @@ -262,8 +262,8 @@ To reduce size: | Aspect | `Dockerfile.cuda` | `Dockerfile.test_ci` | |--------|-------------------|----------------------| -| Base | `nvidia/cuda:12.8.1-runtime-ubuntu22.04` | `python:3.11-slim` | -| Extras | `cu128` + `engine` | `cpu` + `engine` | +| Base | `nvidia/cuda:12.9.1-runtime-ubuntu22.04` | `python:3.11-slim` | +| Extras | `cu129` + `engine` | `cpu` + `engine` | | GPU | Required | Not needed | | Stages | `tools` / `deps` / `runtime` / `dev` | `setup` / `install-deps` | | Use case | Training, generation, evaluation | CPU-only unit tests and CI checks | diff --git a/docs/index.md b/docs/index.md index 5896d0bc5..4b6e13c71 100644 --- a/docs/index.md +++ b/docs/index.md @@ -18,7 +18,7 @@ NeMo Safe Synthesizer creates private, safe versions of sensitive tabular datase - Flexible interfaces -- CLI for scripting, Python SDK for programmatic workflows, YAML configuration !!! info "System Requirements" - NeMo Safe Synthesizer requires a Linux machine with an NVIDIA GPU (A100 80GB+ recommended) and CUDA 12.8+ to run the training and generation pipeline. macOS, Windows, and Apple Silicon are not supported for pipeline execution. A CPU-only install is available for development and configuration validation -- see [Getting Started](user-guide/getting-started.md#install-the-package). + NeMo Safe Synthesizer requires a Linux machine with an NVIDIA GPU (A100 80GB+ recommended) and CUDA 12.9+ to run the training and generation pipeline. macOS, Windows, and Apple Silicon are not supported for pipeline execution. A CPU-only install is available for development and configuration validation -- see [Getting Started](user-guide/getting-started.md#install-the-package). ## Next Steps diff --git a/docs/tutorials/differential-privacy.ipynb b/docs/tutorials/differential-privacy.ipynb index 7b00f3bc3..1e0213182 100644 --- a/docs/tutorials/differential-privacy.ipynb +++ b/docs/tutorials/differential-privacy.ipynb @@ -14,7 +14,7 @@ "\n", "### 🖥️ Prerequisites\n", "\n", - "This notebook requires a Linux machine with an NVIDIA GPU (H100 recommended, A100 minimum) and CUDA 12.8+. It will not run on macOS, Windows, or Apple Silicon." + "This notebook requires a Linux machine with an NVIDIA GPU (H100 recommended, A100 minimum) and CUDA 12.9+. It will not run on macOS, Windows, or Apple Silicon." ] }, { @@ -24,7 +24,7 @@ "source": [ "### ⚡ Install Safe Synthesizer\n", "\n", - "Run the cell below to install NeMo Safe Synthesizer (engine and CUDA 12.8) and kagglehub for the example dataset." + "Run the cell below to install NeMo Safe Synthesizer (engine and CUDA 12.9) and kagglehub for the example dataset." ] }, { @@ -39,10 +39,10 @@ "# SPDX-License-Identifier: Apache-2.0\n", "\n", "if command -v uv > /dev/null 2>&1; then\n", - " uv pip install \"nemo-safe-synthesizer[engine,cu128]\" --index https://flashinfer.ai/whl/cu128 --index https://download.pytorch.org/whl/cu128 --index-strategy unsafe-best-match\n", + " uv pip install \"nemo-safe-synthesizer[engine,cu129]\" --index https://flashinfer.ai/whl/cu129 --index https://download.pytorch.org/whl/cu129 --index https://wheels.vllm.ai/88d34c6409e9fb3c7b8ca0c04756f061d2099eb1/cu129 --index-strategy unsafe-best-match\n", " uv pip install kagglehub\n", "else\n", - " pip install \"nemo-safe-synthesizer[engine,cu128]\" --extra-index-url https://flashinfer.ai/whl/cu128 --extra-index-url https://download.pytorch.org/whl/cu128\n", + " pip install \"nemo-safe-synthesizer[engine,cu129]\" --extra-index-url https://flashinfer.ai/whl/cu129 --extra-index-url https://download.pytorch.org/whl/cu129 --extra-index-url https://wheels.vllm.ai/88d34c6409e9fb3c7b8ca0c04756f061d2099eb1/cu129\n", " pip install kagglehub\n", "fi\n" ] @@ -241,7 +241,7 @@ ], "metadata": { "kernelspec": { - "display_name": ".venv", + "display_name": "Python 3", "language": "python", "name": "python3" }, diff --git a/docs/tutorials/safe-synthesizer-101.ipynb b/docs/tutorials/safe-synthesizer-101.ipynb index 74a5ae51e..97bb1fdd6 100644 --- a/docs/tutorials/safe-synthesizer-101.ipynb +++ b/docs/tutorials/safe-synthesizer-101.ipynb @@ -16,7 +16,7 @@ "\n", "### 🖥️ Prerequisites\n", "\n", - "This notebook requires a Linux machine with an NVIDIA GPU (H100 recommended, A100 minimum) and CUDA 12.8+. It will not run on macOS, Windows, or Apple Silicon." + "This notebook requires a Linux machine with an NVIDIA GPU (H100 recommended, A100 minimum) and CUDA 12.9+. It will not run on macOS, Windows, or Apple Silicon." ] }, { @@ -26,7 +26,7 @@ "source": [ "### ⚡ Install Safe Synthesizer\n", "\n", - "Run the cell below to install NeMo Safe Synthesizer (engine and CUDA 12.8) and the `datasets` library for the sample dataset." + "Run the cell below to install NeMo Safe Synthesizer (engine and CUDA 12.9) and the `datasets` library for the sample dataset." ] }, { @@ -45,10 +45,10 @@ "# SPDX-License-Identifier: Apache-2.0\n", "\n", "if command -v uv > /dev/null 2>&1; then\n", - " uv pip install \"nemo-safe-synthesizer[engine,cu128]\" --index https://flashinfer.ai/whl/cu128 --index https://download.pytorch.org/whl/cu128 --index-strategy unsafe-best-match\n", + " uv pip install \"nemo-safe-synthesizer[engine,cu129]\" --index https://flashinfer.ai/whl/cu129 --index https://download.pytorch.org/whl/cu129 --index https://wheels.vllm.ai/88d34c6409e9fb3c7b8ca0c04756f061d2099eb1/cu129 --index-strategy unsafe-best-match\n", " uv pip install datasets\n", "else\n", - " pip install \"nemo-safe-synthesizer[engine,cu128]\" --extra-index-url https://flashinfer.ai/whl/cu128 --extra-index-url https://download.pytorch.org/whl/cu128\n", + " pip install \"nemo-safe-synthesizer[engine,cu129]\" --extra-index-url https://flashinfer.ai/whl/cu129 --extra-index-url https://download.pytorch.org/whl/cu129 --extra-index-url https://wheels.vllm.ai/88d34c6409e9fb3c7b8ca0c04756f061d2099eb1/cu129\n", " pip install datasets\n", "fi\n" ] diff --git a/docs/user-guide/configuration.md b/docs/user-guide/configuration.md index 055d62c8a..81b066b88 100644 --- a/docs/user-guide/configuration.md +++ b/docs/user-guide/configuration.md @@ -76,7 +76,7 @@ for the full field list. | `training.pretrained_model` | `"HuggingFaceTB/SmolLM3-3B"` | HuggingFace model ID or local path | See supported families below; `TinyLlama/TinyLlama-1.1B-Chat-v1.0` for fast CPU/low-VRAM iteration | | `training.quantize_model` | `false` | Enable quantization to reduce VRAM usage | Enable if VRAM is limited; 8-bit has lower quality impact than 4-bit | | `training.quantization_bits` | `8` | Bit width (4 or 8) when `training.quantize_model` is `true` | Prefer 8 over 4 for quality | -| `training.attn_implementation` | `"kernels-community/vllm-flash-attn3"` | Attention backend for model loading | Leave at default | +| `training.attn_implementation` | `"sdpa"` | Attention backend for model loading | Leave at default | | `training.rope_scaling_factor` | `"auto"` | Scale the base model's context window via RoPE (`"auto"` or int) | Leave at `"auto"` | | `training.validation_ratio` | `0.0` | Fraction of training data held out for validation loss monitoring | Leave at 0.0 unless you specifically want to monitor validation loss | | `training.max_vram_fraction` | `0.8` | Fraction of total GPU VRAM to allocate for training. Must be in [0, 1] | Lower if other GPU consumers are active on the same device | diff --git a/docs/user-guide/docker.md b/docs/user-guide/docker.md index b8a32e64a..7c1baf056 100644 --- a/docs/user-guide/docker.md +++ b/docs/user-guide/docker.md @@ -13,7 +13,7 @@ for training, generation, and evaluation. - Docker 20.10+ (BuildKit enabled by default in 23.0+) - [NVIDIA Container Toolkit](https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/latest/install-guide.html) installed and configured -- NVIDIA driver compatible with CUDA 12.8 +- NVIDIA driver compatible with CUDA 12.9 - NVIDIA GPU (A100 or better recommended) Verify GPU access works: diff --git a/docs/user-guide/getting-started.md b/docs/user-guide/getting-started.md index d9db40fae..4601e9cd8 100644 --- a/docs/user-guide/getting-started.md +++ b/docs/user-guide/getting-started.md @@ -15,11 +15,11 @@ does at each stage. ### Prerequisites - Python 3.11–3.13 (dev tooling currently pins 3.11 via `.python-version` in the repo root; Python 3.14+ is **not** supported — see [Troubleshooting](troubleshooting.md#python-314-is-not-supported)) -- CUDA runtime 12.8+ +- CUDA runtime 12.9+ - NVIDIA GPU (A100 or larger) for training and generation !!! failure "Linux only -- macOS, Windows, and Apple Silicon are not supported" - NeMo Safe Synthesizer requires a Linux machine with an NVIDIA GPU and CUDA 12.8+ + NeMo Safe Synthesizer requires a Linux machine with an NVIDIA GPU and CUDA 12.9+ to run the training and generation pipeline. The [CPU install tab below](#install-the-package) is for development and configuration validation only -- it cannot train models or generate synthetic data. @@ -29,22 +29,24 @@ does at each stage. The CUDA and CPU extras depend on packages (PyTorch, FlashInfer) hosted on indexes outside PyPI. You must pass the extra index URLs shown below. -=== "CUDA 12.8 (Linux with NVIDIA GPU)" +=== "CUDA 12.9 (Linux with NVIDIA GPU)" === "pip" ```bash - pip install "nemo-safe-synthesizer[cu128,engine]" \ - --extra-index-url https://download.pytorch.org/whl/cu128 \ - --extra-index-url https://flashinfer.ai/whl/cu128 + pip install "nemo-safe-synthesizer[cu129,engine]" \ + --extra-index-url https://download.pytorch.org/whl/cu129 \ + --extra-index-url https://flashinfer.ai/whl/cu129 \ + --extra-index-url https://wheels.vllm.ai/88d34c6409e9fb3c7b8ca0c04756f061d2099eb1/cu129 ``` === "uv" ```bash - uv pip install "nemo-safe-synthesizer[cu128,engine]" \ - --index https://flashinfer.ai/whl/cu128 \ - --index https://download.pytorch.org/whl/cu128 \ + uv pip install "nemo-safe-synthesizer[cu129,engine]" \ + --index https://flashinfer.ai/whl/cu129 \ + --index https://download.pytorch.org/whl/cu129 \ + --index https://wheels.vllm.ai/88d34c6409e9fb3c7b8ca0c04756f061d2099eb1/cu129 \ --index-strategy unsafe-best-match ``` diff --git a/docs/user-guide/running.md b/docs/user-guide/running.md index 9f3b508e5..686d8c81a 100644 --- a/docs/user-guide/running.md +++ b/docs/user-guide/running.md @@ -735,15 +735,15 @@ precision. Set `training.quantize_model` to `true` and choose a bit width with ### Attention Backends `training.attn_implementation` controls which attention kernel is used when -loading the model. The default uses Flash Attention 3 via the HuggingFace -Kernels Hub and falls back to `sdpa` when the `kernels` package is not -installed. +loading the model. The default is `sdpa`, which uses PyTorch scaled +dot-product attention and does not require a separate attention package. Common values: -- `kernels-community/vllm-flash-attn3`: Flash Attention 3 (default, requires `kernels` package) +- `sdpa`: PyTorch scaled dot-product attention -- default and broadest compatibility +- `kernels-community/vllm-flash-attn3`: Flash Attention 3 (requires `kernels` package and a compatible prebuilt kernel) - `flash_attention_2`: Flash Attention 2 (requires `flash-attn` package) -- `sdpa`: PyTorch scaled dot-product attention -- broadest compatibility +- `flash_attention_3`: Flash Attention 3 (requires `flash-attn-3` support) - `eager`: standard PyTorch attention -- useful for debugging !!! note "Training vs generation attention backends" diff --git a/docs/user-guide/troubleshooting.md b/docs/user-guide/troubleshooting.md index 9e57741a0..fbefa4a17 100644 --- a/docs/user-guide/troubleshooting.md +++ b/docs/user-guide/troubleshooting.md @@ -15,7 +15,7 @@ configuration, and NER parallelism, see [Environment Variables](environment.md). | Symptom | Likely Cause | Fix | |---------|-------------|-----| | Install fails on Python 3.14 | ray has no `cp314` wheels | [Use Python 3.11–3.13](#python-314-is-not-supported) | -| "kernels package not installed" | No network for Kernels Hub | Set `training.attn_implementation: sdpa` | +| "kernels package not installed" | Optional Kernels Hub backend selected without `kernels` installed | Set `training.attn_implementation: sdpa` | | `ConnectionError` during startup | No internet / model not cached | [Pre-cache models](environment.md#pre-caching-models) | | OOM in training | VRAM exhausted | [Reduce batch size, quantize](#out-of-memory-during-training) | | OOM in generation | VRAM exhausted | [Verify training cleanup](#out-of-memory-during-generation) | diff --git a/pyproject.toml b/pyproject.toml index 0b8d1a770..10e0a49d2 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -119,30 +119,32 @@ engine = [ cpu = [ "accelerate", "bitsandbytes==0.49.1", - "flashinfer-python==0.6.6; sys_platform=='linux'", - "flashinfer-cubin==0.6.6; sys_platform=='linux'", + "flashinfer-python==0.6.8.post1; sys_platform=='linux'", + "flashinfer-cubin==0.6.8.post1; sys_platform=='linux'", "gliner", "kernels>=0.12.1", "peft", "opacus", "sentence-transformers", - "torch==2.10.0; sys_platform == 'darwin'", - "torch==2.10.0+cpu; sys_platform == 'linux'", - "torchvision==0.25.0; sys_platform == 'darwin'", - "torchvision==0.25.0+cpu; sys_platform == 'linux'", - "torchao==0.16.0", + "torch==2.11.0; sys_platform == 'darwin'", + "torch==2.11.0+cpu; sys_platform == 'linux'", + "torchaudio==2.11.0; sys_platform == 'darwin'", + "torchaudio==2.11.0+cpu; sys_platform == 'linux'", + "torchvision==0.26.0; sys_platform == 'darwin'", + "torchvision==0.26.0+cpu; sys_platform == 'linux'", + "torchao==0.17.0", "transformers==4.57.3", "triton>=2.0.0; sys_platform=='linux'", "trl>=0.23.0", - "vllm==0.18.0; sys_platform=='linux'", + "vllm==0.20.0; sys_platform=='linux'", ] -cu128 = [ +cu129 = [ "accelerate", "bitsandbytes==0.49.1", - "flashinfer-python==0.6.6; sys_platform == 'linux'", - "flashinfer-cubin==0.6.6; sys_platform == 'linux'", - "flashinfer-jit-cache==0.6.6+cu128; sys_platform == 'linux'", + "flashinfer-python==0.6.8.post1; sys_platform == 'linux'", + "flashinfer-cubin==0.6.8.post1; sys_platform == 'linux'", + "flashinfer-jit-cache==0.6.8.post1+cu129; sys_platform == 'linux'", "gliner", "kernels>=0.12.1", "nvidia-cublas-cu12; sys_platform == 'linux'", @@ -150,15 +152,15 @@ cu128 = [ "opacus", "peft", "sentence-transformers", - "torch==2.10.0+cu128; sys_platform == 'linux'", + "torch==2.11.0+cu129; sys_platform == 'linux'", "torch-c-dlpack-ext", - "torchvision==0.25.0+cu128; sys_platform == 'linux'", - "torchao==0.16.0+cu128; sys_platform == 'linux' and platform_machine == 'x86_64'", + "torchaudio==2.11.0+cu129; sys_platform == 'linux'", + "torchvision==0.26.0+cu129; sys_platform == 'linux'", + "torchao==0.17.0+cu129; sys_platform == 'linux' and platform_machine == 'x86_64'", "transformers==4.57.3", "triton>=2.0.0; sys_platform == 'linux'", "trl>=0.23.0", - "vllm==0.18.0; sys_platform == 'linux'", - "xformers==v0.0.34; sys_platform == 'linux' and platform_machine == 'x86_64'", + "vllm==0.20.0+cu129; sys_platform == 'linux'", ] # at some point, do per-subpackage dependencies @@ -176,20 +178,14 @@ cache-keys = [ conflicts = [ [ { extra = "cpu" }, - { extra = "cu128" }, + { extra = "cu129" }, ], ] -# xformers requires torch and more to be built. -no-build-isolation-package = ["xformers"] -dependency-metadata = [ - { name = "xformers", requires-dist = ["setuptools", "torch", "wheel"]}, - - ] override-dependencies = [ - "flashinfer-python; sys_platform != 'darwin'", # uv locking won't find the matching versions of flashinfer-python and -cubin without overriding - "flashinfer-cubin; sys_platform != 'darwin'", # perhaps because the published wheels have some wrong metadata + "flashinfer-python==0.6.8.post1; sys_platform != 'darwin'", + "flashinfer-cubin==0.6.8.post1; sys_platform != 'darwin'", ] environments = [ @@ -225,77 +221,83 @@ constraint-dependencies = [ [tool.uv.sources] # here we specifiy the dep's source from which UV should attempt to resolve - triton = { index = "pytorch-cu128", extra = "cu128" } - xformers = { index = "pytorch-cu128", extra = "cu128" } -# for torch - we have a "cpu" dep set and "cu128" dep set, specified in the optional dependencies above + triton = { index = "pytorch-cu129", extra = "cu129" } + vllm = [ + { index = "vllm-v0-20-0-cu129", marker = "sys_platform == 'linux'", extra = "cu129" }, + ] +# for torch - we have a "cpu" dep set and "cu129" dep set, specified in the optional dependencies above torch = [ { index = "pytorch-cpu", extra="cpu", marker = "sys_platform=='linux'"}, - { index = "pytorch-cu128", extra="cu128"}, + { index = "pytorch-cu129", extra="cu129"}, ] torchao = [ - { index = "pytorch-cu128", extra="cu128"}, + { index = "pytorch-cu129", extra="cu129"}, ] torchvision = [ { index = "pytorch-cpu", extra="cpu" }, - { index = "pytorch-cu128", extra="cu128"}, + { index = "pytorch-cu129", extra="cu129"}, + ] + torchaudio = [ + { index = "pytorch-cpu", extra="cpu" }, + { index = "pytorch-cu129", extra="cu129"}, ] flashinfer-python = [ - { index = "flashinfer-jit-cache", marker = "sys_platform=='linux'", extra="cu128"}, + { index = "flashinfer-jit-cache", marker = "sys_platform=='linux'", extra="cu129"}, ] flashinfer-cubin = [ - { index = "flashinfer-jit-cache", marker = "sys_platform=='linux'", extra="cu128"}, + { index = "flashinfer-jit-cache", marker = "sys_platform=='linux'", extra="cu129"}, ] flashinfer-jit-cache = [ - { index = "flashinfer-jit-cache", marker = "sys_platform=='linux'", extra="cu128"}, + { index = "flashinfer-jit-cache", marker = "sys_platform=='linux'", extra="cu129"}, ] nvidia-cublas-cu12 = [ - { index = "pytorch-cu128" }, + { index = "pytorch-cu129" }, ] nvidia-cuda-cupti-cu12 = [ - { index = "pytorch-cu128" }, + { index = "pytorch-cu129" }, ] nvidia-cuda-nvrtc-cu12 = [ - { index = "pytorch-cu128" }, + { index = "pytorch-cu129" }, ] nvidia-cuda-nvprof-cu12 = [ - { index = "pytorch-cu128" }, + { index = "pytorch-cu129" }, ] nvidia-cuda-runtime-cu12 = [ - { index = "pytorch-cu128" }, + { index = "pytorch-cu129" }, ] nvidia-cuda-nvml-cu12 = [ - { index = "pytorch-cu128" }, + { index = "pytorch-cu129" }, ] nvidia-cudnn-cu12 = [ - { index = "pytorch-cu128" }, + { index = "pytorch-cu129" }, ] nvidia-cusparse-cu12 = [ - { index = "pytorch-cu128" }, + { index = "pytorch-cu129" }, ] nvidia-cusparselt-cu12 = [ - { index = "pytorch-cu128" }, + { index = "pytorch-cu129" }, ] nvidia-nccl-cu12 = [ - { index = "pytorch-cu128" }, + { index = "pytorch-cu129" }, ] nvidia-nvjitlink-cu12 = [ - { index = "pytorch-cu128" }, + { index = "pytorch-cu129" }, ] nvidia-nvshmem-cu12 = [ - { index = "pytorch-cu128" }, + { index = "pytorch-cu129" }, ] nvidia-nvtx-cu12 = [ - { index = "pytorch-cu128" }, + { index = "pytorch-cu129" }, ] [[tool.uv.index]] -name = "pytorch-cu128" -url = "https://download.pytorch.org/whl/cu128" +name = "pytorch-cu129" +url = "https://download.pytorch.org/whl/cu129" explicit = true # required for linux cpu - it's got a `+cpu` on the version @@ -311,7 +313,12 @@ explicit = true [[tool.uv.index]] name = "flashinfer-jit-cache" -url = "https://flashinfer.ai/whl/cu128" +url = "https://flashinfer.ai/whl/cu129" +explicit = true + +[[tool.uv.index]] +name = "vllm-v0-20-0-cu129" +url = "https://wheels.vllm.ai/88d34c6409e9fb3c7b8ca0c04756f061d2099eb1/cu129" explicit = true [[tool.uv.index]] diff --git a/script/slurm/README.md b/script/slurm/README.md index 8796b9197..2a0064ce9 100644 --- a/script/slurm/README.md +++ b/script/slurm/README.md @@ -57,7 +57,7 @@ export UV_TOOL_DIR="${LUSTRE_DIR}/.local/share/uv/tools" # (such as startup for your jobs) should be much faster since uv will # pull cached wheels from UV_CACHE_DIR. # (Be sure to run from the root of the Safe-Synthesizer repo) -make bootstrap-nss cu128 +make bootstrap-nss cu129 ``` #### Nice to have diff --git a/script/slurm/slurm_nss_matrix.sh b/script/slurm/slurm_nss_matrix.sh index 6e0b51135..aa635e735 100644 --- a/script/slurm/slurm_nss_matrix.sh +++ b/script/slurm/slurm_nss_matrix.sh @@ -112,15 +112,16 @@ if [[ -n "${NSS_VERSION:-}" ]]; then PYPI_VENV="${LUSTRE_DIR}/.venv_nss_${NSS_VERSION}" uv venv --python 3.11 "${PYPI_VENV}" source "${PYPI_VENV}/bin/activate" - uv pip install "nemo-safe-synthesizer[cu128,engine]==${NSS_VERSION}" \ - --extra-index-url https://download.pytorch.org/whl/cu128 \ - --extra-index-url https://flashinfer.ai/whl/cu128 \ + uv pip install "nemo-safe-synthesizer[cu129,engine]==${NSS_VERSION}" \ + --index https://flashinfer.ai/whl/cu129 \ + --index https://download.pytorch.org/whl/cu129 \ + --index https://wheels.vllm.ai/88d34c6409e9fb3c7b8ca0c04756f061d2099eb1/cu129 \ --index-strategy unsafe-best-match NSS_RUN_CMD="${PYPI_VENV}/bin/safe-synthesizer" echo "[NSS SLURM] Using PyPI install: nemo-safe-synthesizer==${NSS_VERSION}" else source "${NSS_DIR}/.venv/bin/activate" - uv sync --frozen --extra cu128 --extra engine --group dev + uv sync --frozen --extra cu129 --extra engine --group dev NSS_RUN_CMD="uv run safe-synthesizer" fi echo "[NSS SLURM] nemo-safe-synthesizer version: $(python -c 'from nemo_safe_synthesizer.package_info import __version__; print(__version__)')" diff --git a/src/nemo_safe_synthesizer/config/training.py b/src/nemo_safe_synthesizer/config/training.py index 394f78a09..0dad28b31 100644 --- a/src/nemo_safe_synthesizer/config/training.py +++ b/src/nemo_safe_synthesizer/config/training.py @@ -248,15 +248,13 @@ class TrainingHyperparams(Parameters): title="attn_implementation", description=( "The attention implementation to use for model loading. " - "Default uses Flash Attention 3 via the HuggingFace Kernels Hub " - "(requires the 'kernels' pip package; falls back to 'sdpa' if the 'kernels' package is not installed). " + "Default uses 'sdpa' (PyTorch scaled dot product attention) for broad compatibility. " "Other common values: 'flash_attention_2' (requires flash-attn pip package), " - "'sdpa' (PyTorch scaled dot product attention), 'eager' (standard PyTorch). " - "Custom HuggingFace Kernels Hub paths (e.g. 'kernels-community/flash-attn2') " - "are also supported." + "'flash_attention_3' (requires flash-attn-3 support), 'eager' (standard PyTorch). " + "Custom HuggingFace Kernels Hub paths (e.g. 'kernels-community/flash-attn2') are also supported." ), ), - ] = "kernels-community/vllm-flash-attn3" + ] = "sdpa" @property def effective_batch_size(self) -> int: diff --git a/src/nemo_safe_synthesizer/defaults.py b/src/nemo_safe_synthesizer/defaults.py index f54e71e59..fdfd232c2 100644 --- a/src/nemo_safe_synthesizer/defaults.py +++ b/src/nemo_safe_synthesizer/defaults.py @@ -102,5 +102,5 @@ EPS = 1e-15 NUM_SPECIAL_TOKENS = 2 DEFAULT_CACHE_PREFIX = "safe-synthesizer-dataset-cache" -DEFAULT_ATTN_IMPLEMENTATION = "kernels-community/vllm-flash-attn3" +DEFAULT_ATTN_IMPLEMENTATION = "FLASH_ATTN" BACKUP_ATTN_IMPLEMENTATION = "sdpa" diff --git a/src/nemo_safe_synthesizer/generation/regex_manager.py b/src/nemo_safe_synthesizer/generation/regex_manager.py index 47b6bfce6..6728ab48a 100644 --- a/src/nemo_safe_synthesizer/generation/regex_manager.py +++ b/src/nemo_safe_synthesizer/generation/regex_manager.py @@ -14,7 +14,7 @@ import re from typing import TYPE_CHECKING, Any -from outlines_core.json_schema import ( +from outlines_core._json_schema import ( # noqa: F401 # ty:ignore[unresolved-import] BOOLEAN, DATE, DATE_TIME, diff --git a/src/nemo_safe_synthesizer/generation/vllm_backend.py b/src/nemo_safe_synthesizer/generation/vllm_backend.py index 108a38827..f60bb404a 100644 --- a/src/nemo_safe_synthesizer/generation/vllm_backend.py +++ b/src/nemo_safe_synthesizer/generation/vllm_backend.py @@ -42,6 +42,12 @@ else: os.environ.setdefault("VLLM_ENABLE_V1_MULTIPROCESSING", "0") +# vLLM 0.20+ runs a deep_gemm FP8 kernel warmup during engine init that crashes +# when the optional `deep_gemm` package isn't installed. We don't use FP8 kernels +# for the supported NSS models, so default the warmup off; users can still opt +# in by exporting VLLM_USE_DEEP_GEMM=1. +os.environ.setdefault("VLLM_USE_DEEP_GEMM", "0") + def _is_redis_available() -> bool: """Return True if the ``redis`` package is importable.""" diff --git a/tests/TESTING.md b/tests/TESTING.md index b3c4a42f5..f83e2250f 100644 --- a/tests/TESTING.md +++ b/tests/TESTING.md @@ -65,7 +65,7 @@ make test-nss-mistral_dp-dow_jones_index-ci Details: - Driven by `tests/e2e/test_dataset_config.py` with YAML configs under `tests/e2e/required_configs/` -- Each target bootstraps `cu128`, runs single-process (`-n 0`) with coverage +- Each target bootstraps `cu129`, runs single-process (`-n 0`) with coverage - These are not part of `make test-e2e` -- they are standalone CI targets ## Pytest Markers @@ -138,7 +138,7 @@ Tokenizers are function-scoped (expensive to load). Most fixtures are function-s `ParsedResponse`: `valid_records=[...]`, `invalid_records=[...]`, `errors=[...]`, `prompt_number=int`. Use `fixture_mock_processor` or `fixture_mock_processor_without_valid_records`. -Optional dependencies: use `pytest.importorskip` to gate on packages that require specific extras. E2e tests use this for `sentence_transformers` and `vllm` (require `cu128` extra). +Optional dependencies: use `pytest.importorskip` to gate on packages that require specific extras. E2e tests use this for `sentence_transformers` and `vllm` (require `cu129` extra). Mock Workdir via `mock_workdir(tmp_path)` in `cli/conftest.py`. diff --git a/tests/e2e/test_dataset_config.py b/tests/e2e/test_dataset_config.py index f8233c188..36ecbdba8 100644 --- a/tests/e2e/test_dataset_config.py +++ b/tests/e2e/test_dataset_config.py @@ -14,13 +14,13 @@ logger = get_logger(__name__) llm = pytest.importorskip( - "vllm", reason="vllm with GPU support is required for these tests (install with: uv sync --extra cu128)" + "vllm", reason="vllm with GPU support is required for these tests (install with: uv sync --extra cu129)" ) try: from vllm import LLM # noqa: F401 except ImportError: - skip_reason = "vllm with GPU support is required for these tests (install with: uv sync --extra cu128)" + skip_reason = "vllm with GPU support is required for these tests (install with: uv sync --extra cu129)" pytest.skip(skip_reason, allow_module_level=True) # ty: ignore[invalid-argument-type,too-many-positional-arguments] diff --git a/tests/e2e/test_safe_synthesizer.py b/tests/e2e/test_safe_synthesizer.py index 5d0c8edf3..04dfced2a 100644 --- a/tests/e2e/test_safe_synthesizer.py +++ b/tests/e2e/test_safe_synthesizer.py @@ -17,18 +17,18 @@ # Skip all tests in this module if sentence_transformers is not available pytest.importorskip( "sentence_transformers", - reason="sentence_transformers and a GPU are required for these tests (install with: uv sync --extra cu128)", + reason="sentence_transformers and a GPU are required for these tests (install with: uv sync --extra cu129)", ) # Skip all tests in this module if vllm is not properly available. vllm = pytest.importorskip( - "vllm", reason="vllm with GPU support is required for these tests (install with: uv sync --extra cu128)" + "vllm", reason="vllm with GPU support is required for these tests (install with: uv sync --extra cu129)" ) try: from vllm import LLM # noqa: F401 except ImportError: - skip_reason = "vllm with GPU support is required for these tests (install with: uv sync --extra cu128)" + skip_reason = "vllm with GPU support is required for these tests (install with: uv sync --extra cu129)" pytest.skip(skip_reason, allow_module_level=True) # ty: ignore[invalid-argument-type,too-many-positional-arguments] diff --git a/tests/evaluation/components/benchmark_nearest_neighbor.py b/tests/evaluation/components/benchmark_nearest_neighbor.py index 5a9bc4685..d7d21c54c 100644 --- a/tests/evaluation/components/benchmark_nearest_neighbor.py +++ b/tests/evaluation/components/benchmark_nearest_neighbor.py @@ -14,7 +14,7 @@ automatically selects the best available backend (torch GPU > sklearn CPU). Run standalone: - uv run --frozen --extra cu128 python tests/evaluation/components/benchmark_nearest_neighbor.py + uv run --frozen --extra cu129 python tests/evaluation/components/benchmark_nearest_neighbor.py """ import logging diff --git a/tests/training/test_huggingface_backend.py b/tests/training/test_huggingface_backend.py index db11dd787..0b99b35aa 100644 --- a/tests/training/test_huggingface_backend.py +++ b/tests/training/test_huggingface_backend.py @@ -304,7 +304,7 @@ def test_uses_cached_model_ref_target_and_trust( ) def test_builds_correct_params_with_kernels(self, mock_get_device_map, backend): - """Test that base framework params use kernels-community attn when kernels is available.""" + """Test that base framework params use the configured default attention implementation.""" mock_get_device_map.return_value = "auto" model_kwargs = {"custom_key": "custom_value"} with patch.dict("sys.modules", {"kernels": MagicMock()}): @@ -312,12 +312,12 @@ def test_builds_correct_params_with_kernels(self, mock_get_device_map, backend): assert result["pretrained_model_name_or_path"] == "test-model" assert result["device_map"] == "auto" - assert result["attn_implementation"] == "kernels-community/vllm-flash-attn3" + assert result["attn_implementation"] == "sdpa" assert result["dtype"] == torch.bfloat16 assert result["custom_key"] == "custom_value" def test_builds_correct_params_without_kernels(self, mock_get_device_map, backend): - """Test that base framework params fall back to sdpa when kernels is not available.""" + """Test that base framework params use the default when kernels is not available.""" mock_get_device_map.return_value = "auto" model_kwargs = {"custom_key": "custom_value"} with patch.dict("sys.modules", {"kernels": None}): @@ -351,7 +351,7 @@ def test_uses_config_attn_implementation(self, mock_get_device_map, backend): result = backend._build_base_framework_params(model_kwargs) assert result["attn_implementation"] == "eager" # Reset to default - backend.params.training.attn_implementation = "kernels-community/vllm-flash-attn3" + backend.params.training.attn_implementation = "sdpa" def test_uses_custom_dtype(self, mock_get_device_map, backend): """Test that custom dtype is used when provided.""" @@ -426,13 +426,13 @@ class TestResolveAttnImplementation: def test_kernels_available(self, backend): """Test that kernels-community path is returned when kernels is importable.""" with patch.dict("sys.modules", {"kernels": MagicMock()}): - result = backend._resolve_attn_implementation("kernels-community/vllm-flash-attn3") - assert result == "kernels-community/vllm-flash-attn3" + result = backend._resolve_attn_implementation("sdpa") + assert result == "sdpa" def test_kernels_not_available(self, backend): """Test that sdpa fallback is returned when kernels is not importable.""" with patch.dict("sys.modules", {"kernels": None}): - result = backend._resolve_attn_implementation("kernels-community/vllm-flash-attn3") + result = backend._resolve_attn_implementation("sdpa") assert result == "sdpa" def test_kernels_community_other_kernel(self, backend): diff --git a/uv.lock b/uv.lock index bcf7c1eb0..6bb00c1a8 100644 --- a/uv.lock +++ b/uv.lock @@ -2,30 +2,28 @@ version = 1 revision = 3 requires-python = ">=3.11, <3.14" resolution-markers = [ - "python_full_version >= '3.13' and platform_machine == 'x86_64' and sys_platform == 'linux' and extra != 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128'", - "python_full_version == '3.12.*' and platform_machine == 'x86_64' and sys_platform == 'linux' and extra != 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128'", - "python_full_version < '3.12' and platform_machine == 'x86_64' and sys_platform == 'linux' and extra != 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128'", - "python_full_version >= '3.13' and platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra != 'extra-21-nemo-safe-synthesizer-cu128'", - "python_full_version == '3.12.*' and platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra != 'extra-21-nemo-safe-synthesizer-cu128'", - "python_full_version < '3.12' and platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra != 'extra-21-nemo-safe-synthesizer-cu128'", - "python_full_version >= '3.12' and platform_machine == 'x86_64' and sys_platform == 'linux' and extra != 'extra-21-nemo-safe-synthesizer-cpu' and extra != 'extra-21-nemo-safe-synthesizer-cu128'", - "python_full_version < '3.12' and platform_machine == 'x86_64' and sys_platform == 'linux' and extra != 'extra-21-nemo-safe-synthesizer-cpu' and extra != 'extra-21-nemo-safe-synthesizer-cu128'", - "python_full_version >= '3.13' and platform_machine == 'arm64' and sys_platform == 'darwin' and extra != 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128'", - "python_full_version == '3.12.*' and platform_machine == 'arm64' and sys_platform == 'darwin' and extra != 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128'", - "python_full_version < '3.12' and platform_machine == 'arm64' and sys_platform == 'darwin' and extra != 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128'", - "python_full_version >= '3.13' and platform_machine == 'arm64' and sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra != 'extra-21-nemo-safe-synthesizer-cu128'", - "python_full_version == '3.12.*' and platform_machine == 'arm64' and sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra != 'extra-21-nemo-safe-synthesizer-cu128'", - "python_full_version < '3.12' and platform_machine == 'arm64' and sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra != 'extra-21-nemo-safe-synthesizer-cu128'", - "python_full_version >= '3.12' and platform_machine == 'arm64' and sys_platform == 'darwin' and extra != 'extra-21-nemo-safe-synthesizer-cpu' and extra != 'extra-21-nemo-safe-synthesizer-cu128'", - "python_full_version < '3.12' and platform_machine == 'arm64' and sys_platform == 'darwin' and extra != 'extra-21-nemo-safe-synthesizer-cpu' and extra != 'extra-21-nemo-safe-synthesizer-cu128'", - "python_full_version >= '3.13' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128'", - "python_full_version == '3.12.*' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128'", - "python_full_version < '3.12' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128'", - "python_full_version >= '3.13' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra != 'extra-21-nemo-safe-synthesizer-cu128'", - "python_full_version == '3.12.*' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra != 'extra-21-nemo-safe-synthesizer-cu128'", - "python_full_version < '3.12' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra != 'extra-21-nemo-safe-synthesizer-cu128'", - "python_full_version >= '3.12' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-21-nemo-safe-synthesizer-cpu' and extra != 'extra-21-nemo-safe-synthesizer-cu128'", - "python_full_version < '3.12' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-21-nemo-safe-synthesizer-cpu' and extra != 'extra-21-nemo-safe-synthesizer-cu128'", + "python_full_version >= '3.13' and platform_machine == 'x86_64' and sys_platform == 'linux' and extra != 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129'", + "python_full_version == '3.12.*' and platform_machine == 'x86_64' and sys_platform == 'linux' and extra != 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129'", + "python_full_version < '3.12' and platform_machine == 'x86_64' and sys_platform == 'linux' and extra != 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129'", + "python_full_version >= '3.13' and platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra != 'extra-21-nemo-safe-synthesizer-cu129'", + "python_full_version == '3.12.*' and platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra != 'extra-21-nemo-safe-synthesizer-cu129'", + "python_full_version < '3.12' and platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra != 'extra-21-nemo-safe-synthesizer-cu129'", + "python_full_version >= '3.12' and platform_machine == 'x86_64' and sys_platform == 'linux' and extra != 'extra-21-nemo-safe-synthesizer-cpu' and extra != 'extra-21-nemo-safe-synthesizer-cu129'", + "python_full_version < '3.12' and platform_machine == 'x86_64' and sys_platform == 'linux' and extra != 'extra-21-nemo-safe-synthesizer-cpu' and extra != 'extra-21-nemo-safe-synthesizer-cu129'", + "python_full_version >= '3.12' and platform_machine == 'arm64' and sys_platform == 'darwin' and extra != 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129'", + "python_full_version < '3.12' and platform_machine == 'arm64' and sys_platform == 'darwin' and extra != 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129'", + "python_full_version >= '3.12' and platform_machine == 'arm64' and sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra != 'extra-21-nemo-safe-synthesizer-cu129'", + "python_full_version < '3.12' and platform_machine == 'arm64' and sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra != 'extra-21-nemo-safe-synthesizer-cu129'", + "python_full_version >= '3.12' and platform_machine == 'arm64' and sys_platform == 'darwin' and extra != 'extra-21-nemo-safe-synthesizer-cpu' and extra != 'extra-21-nemo-safe-synthesizer-cu129'", + "python_full_version < '3.12' and platform_machine == 'arm64' and sys_platform == 'darwin' and extra != 'extra-21-nemo-safe-synthesizer-cpu' and extra != 'extra-21-nemo-safe-synthesizer-cu129'", + "python_full_version >= '3.13' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129'", + "python_full_version == '3.12.*' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129'", + "python_full_version < '3.12' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129'", + "python_full_version >= '3.13' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra != 'extra-21-nemo-safe-synthesizer-cu129'", + "python_full_version == '3.12.*' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra != 'extra-21-nemo-safe-synthesizer-cu129'", + "python_full_version < '3.12' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra != 'extra-21-nemo-safe-synthesizer-cu129'", + "python_full_version >= '3.12' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-21-nemo-safe-synthesizer-cpu' and extra != 'extra-21-nemo-safe-synthesizer-cu129'", + "python_full_version < '3.12' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-21-nemo-safe-synthesizer-cpu' and extra != 'extra-21-nemo-safe-synthesizer-cu129'", ] supported-markers = [ "platform_machine == 'x86_64' and sys_platform == 'linux'", @@ -34,7 +32,7 @@ supported-markers = [ ] conflicts = [[ { package = "nemo-safe-synthesizer", extra = "cpu" }, - { package = "nemo-safe-synthesizer", extra = "cu128" }, + { package = "nemo-safe-synthesizer", extra = "cu129" }, ]] [manifest] @@ -57,14 +55,10 @@ constraints = [ { name = "tornado", specifier = ">=6.5.5" }, ] overrides = [ - { name = "flashinfer-cubin", marker = "sys_platform != 'darwin'" }, - { name = "flashinfer-python", marker = "sys_platform != 'darwin'" }, + { name = "flashinfer-cubin", marker = "sys_platform != 'darwin'", specifier = "==0.6.8.post1" }, + { name = "flashinfer-python", marker = "sys_platform != 'darwin'", specifier = "==0.6.8.post1" }, ] -[[manifest.dependency-metadata]] -name = "xformers" -requires-dist = ["setuptools", "torch", "wheel"] - [[package]] name = "accelerate" version = "1.12.0" @@ -76,9 +70,9 @@ dependencies = [ { name = "psutil", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, { name = "pyyaml", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, { name = "safetensors", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, - { name = "torch", version = "2.10.0", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine == 'arm64' and sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu') or (platform_machine == 'arm64' and sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (platform_machine != 'arm64' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform != 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" }, - { name = "torch", version = "2.10.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or 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'extra-21-nemo-safe-synthesizer-cu128')" }, + { name = "torch", version = "2.11.0", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine == 'arm64' and sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu') or (platform_machine == 'arm64' and sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cu129') or (platform_machine != 'arm64' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129') or (sys_platform != 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129')" }, + { name = "torch", version = "2.11.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 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"(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu') or (sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129')" }, + { name = "torchao", version = "0.17.0", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "torchaudio", version = "2.11.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(platform_machine == 'arm64' and sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu') or (platform_machine != 'arm64' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129') or (sys_platform != 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129')" }, + { name = "torchaudio", version = "2.11.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu') or (sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129')" }, + { name = "torchvision", version = "0.26.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(platform_machine == 'arm64' and sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu') or (platform_machine != 'arm64' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129') or (sys_platform != 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129')" }, + { name = "torchvision", version = "0.26.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu') or (sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129')" }, { name = "transformers", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, { name = "triton", version = "3.6.0", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, { name = "trl", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, - { name = "vllm", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "vllm", version = "0.20.0", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, ] -cu128 = [ +cu129 = [ { name = "accelerate", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, { name = "bitsandbytes", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, { name = "flashinfer-cubin", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, @@ -3020,103 +3121,102 @@ cu128 = [ { name = "opacus", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, { name = "peft", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, { name = "sentence-transformers", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, - { name = "torch", version = "2.10.0+cu128", source = { registry = "https://download.pytorch.org/whl/cu128" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "torch", version = "2.11.0+cu129", source = { registry = "https://download.pytorch.org/whl/cu129" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, { name = "torch-c-dlpack-ext", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, - { name = "torchao", version = "0.16.0+cu128", source = { registry = "https://download.pytorch.org/whl/cu128" }, marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" }, - { name = "torchvision", version = "0.25.0+cu128", source = { registry = "https://download.pytorch.org/whl/cu128" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "torchao", version = "0.17.0+cu129", source = { registry = "https://download.pytorch.org/whl/cu129" }, marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" }, + { name = "torchaudio", version = "2.11.0+cu129", source = { registry = "https://download.pytorch.org/whl/cu129" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "torchvision", version = "0.26.0+cu129", source = { registry = "https://download.pytorch.org/whl/cu129" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, { name = "transformers", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, - { name = "triton", version = "3.6.0", source = { registry = "https://download.pytorch.org/whl/cu128" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "triton", version = "3.6.0", source = { registry = "https://download.pytorch.org/whl/cu129" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, { name = "trl", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, - { name = "vllm", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, - { name = "xformers", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" }, + { name = "vllm", version = "0.20.0+cu129", source = { registry = "https://wheels.vllm.ai/88d34c6409e9fb3c7b8ca0c04756f061d2099eb1/cu129" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, ] engine = [ - { name = "anyascii", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" }, - { name = "betterproto", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" }, - { name = "cached-property", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" }, - { name = "category-encoders", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" }, - { name = "datasets", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" }, - { name = "dateparser", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" }, - { name = "dython", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" }, - { name = "faker", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" }, - { name = "flashtext", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" }, - { name = "huggingface-hub", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" }, - { name = "json-repair", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" }, - { name = "matplotlib", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" }, - { name = "outlines", version = "1.2.9", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" }, - { name = "outlines", version = "1.2.11", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-21-nemo-safe-synthesizer-cpu' and extra != 'extra-21-nemo-safe-synthesizer-cu128') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra != 'extra-21-nemo-safe-synthesizer-cpu' and extra != 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" }, - { name = "pandas", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform == 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(platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" }, - { name = "mkdocs-material", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 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'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129') or (sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129') or (sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129')" }, + { name = "mike", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129') or (sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129') or (sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129')" }, + { name = "mkdocs-gen-files", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129') or (sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129') or (sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129')" }, + { name = "mkdocs-jupyter", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129') or (sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129') or (sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129')" }, + { name = "mkdocs-literate-nav", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129') or (sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129') or (sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129')" }, + { name = "mkdocs-material", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129') or (sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129') or (sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129')" }, + { name = "mkdocstrings", extra = ["python"], marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129') or (sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129') or (sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129')" }, ] test = [ - { name = "pytest", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" }, - { name = "pytest-asyncio", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" }, - { name = "pytest-cov", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" }, - { name = "pytest-env", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" }, - { name = "pytest-subtests", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" }, - { name = "pytest-timeout", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" }, - { name = "pytest-xdist", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" }, + { name = "pytest", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129') or (sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129') or (sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129')" }, + { name = "pytest-asyncio", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129') or (sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129') or (sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129')" }, + { name = "pytest-cov", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129') or (sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129') or (sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129')" }, + { name = "pytest-env", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129') or (sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129') or (sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129')" }, + { name = "pytest-subtests", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129') or (sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129') or (sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129')" }, + { name = "pytest-timeout", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129') or (sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129') or (sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129')" }, + { name = "pytest-xdist", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129') or (sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129') or (sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu129')" }, ] [package.metadata] requires-dist = [ { name = "accelerate", marker = "extra == 'cpu'" }, - { name = "accelerate", marker = "extra == 'cu128'" }, + { name = "accelerate", marker = "extra == 'cu129'" }, { name = "anyascii", marker = "extra == 'engine'" }, { name = "betterproto", marker = "extra == 'engine'" }, { name = "bitsandbytes", marker = "extra == 'cpu'", specifier = "==0.49.1" }, - { name = "bitsandbytes", marker = "extra == 'cu128'", specifier = "==0.49.1" }, + { name = "bitsandbytes", marker = "extra == 'cu129'", specifier = "==0.49.1" }, { name = "cached-property", marker = "extra == 'engine'" }, { name = "category-encoders", marker = "extra == 'engine'" }, { name = "colorama", specifier = ">=0.4.6" }, @@ -3125,31 +3225,31 @@ requires-dist = [ { name = "dython", marker = "extra == 'engine'" }, { name = "faker", specifier = ">=20.0" }, { name = "faker", marker = "extra == 'engine'" }, - { name = "flashinfer-cubin", marker = "sys_platform == 'linux' and extra == 'cpu'", specifier = "==0.6.6" }, - { name = "flashinfer-cubin", marker = "sys_platform == 'linux' and extra == 'cu128'", specifier = "==0.6.6", index = "https://flashinfer.ai/whl/cu128", conflict = { package = "nemo-safe-synthesizer", extra = "cu128" } }, - { name = "flashinfer-jit-cache", marker = "sys_platform == 'linux' and extra == 'cu128'", specifier = "==0.6.6+cu128", index = "https://flashinfer.ai/whl/cu128", conflict = { package = "nemo-safe-synthesizer", extra = "cu128" } }, - { name = "flashinfer-python", marker = "sys_platform == 'linux' and extra == 'cpu'", specifier = "==0.6.6" }, - { name = "flashinfer-python", marker = "sys_platform == 'linux' and extra == 'cu128'", specifier = "==0.6.6", index = "https://flashinfer.ai/whl/cu128", conflict = { package = "nemo-safe-synthesizer", extra = "cu128" } }, + { name = "flashinfer-cubin", marker = "sys_platform == 'linux' and extra == 'cpu'", specifier = "==0.6.8.post1" }, + { name = "flashinfer-cubin", marker = "sys_platform == 'linux' and extra == 'cu129'", specifier = "==0.6.8.post1", index = "https://flashinfer.ai/whl/cu129", conflict = { package = "nemo-safe-synthesizer", extra = "cu129" } }, + { name = "flashinfer-jit-cache", marker = "sys_platform == 'linux' and extra == 'cu129'", specifier = "==0.6.8.post1+cu129", index = "https://flashinfer.ai/whl/cu129", conflict = { package = "nemo-safe-synthesizer", extra = "cu129" } }, + { name = "flashinfer-python", marker = "sys_platform == 'linux' and extra == 'cpu'", specifier = "==0.6.8.post1" }, + { name = "flashinfer-python", marker = "sys_platform == 'linux' and extra == 'cu129'", specifier = "==0.6.8.post1", index = "https://flashinfer.ai/whl/cu129", conflict = { package = "nemo-safe-synthesizer", extra = "cu129" } }, { name = "flashtext", marker = "extra == 'engine'" }, { name = "gliner", marker = "extra == 'cpu'" }, - { name = "gliner", marker = "extra == 'cu128'" }, + { name = "gliner", marker = "extra == 'cu129'" }, { name = "httpx", specifier = ">=0.27.0" }, { name = "huggingface-hub", specifier = ">=0.34.4,<1" }, { name = "huggingface-hub", marker = "extra == 'engine'", specifier = ">=0.34.4,<1" }, { name = "json-repair", marker = "extra == 'engine'" }, { name = "jsonschema", specifier = ">=4.22.0" }, { name = "kernels", marker = "extra == 'cpu'", specifier = ">=0.12.1" }, - { name = "kernels", marker = "extra == 'cu128'", specifier = ">=0.12.1" }, + { name = "kernels", marker = "extra == 'cu129'", specifier = ">=0.12.1" }, { name = "matplotlib", marker = "extra == 'engine'" }, - { name = "nvidia-cublas-cu12", marker = "sys_platform == 'linux' and extra == 'cu128'", index = "https://download.pytorch.org/whl/cu128" }, - { name = "nvidia-ml-py", marker = "sys_platform == 'linux' and extra == 'cu128'" }, + { name = "nvidia-cublas-cu12", marker = "sys_platform == 'linux' and extra == 'cu129'", index = "https://download.pytorch.org/whl/cu129" }, + { name = "nvidia-ml-py", marker = "sys_platform == 'linux' and extra == 'cu129'" }, { name = "opacus", marker = "extra == 'cpu'" }, - { name = "opacus", marker = "extra == 'cu128'" }, + { name = "opacus", marker = "extra == 'cu129'" }, { name = "outlines", marker = "extra == 'engine'", specifier = ">=1.0.0" }, { name = "pandas", specifier = ">=2.1.3" }, { name = "pandas", marker = "extra == 'engine'", specifier = ">=2.1.3,<3" }, { name = "peft", marker = "extra == 'cpu'" }, - { name = "peft", marker = "extra == 'cu128'" }, + { name = "peft", marker = "extra == 'cu129'" }, { name = "plotly", marker = "extra == 'engine'" }, { name = "prv-accountant", marker = "extra == 'engine'" }, { name = "pycountry", marker = "extra == 'engine'" }, @@ -3162,37 +3262,39 @@ requires-dist = [ { name = "rich", specifier = ">=14.1.0" }, { name = "scikit-learn", marker = "extra == 'engine'" }, { name = "sentence-transformers", marker = "extra == 'cpu'" }, - { name = "sentence-transformers", marker = "extra == 'cu128'" }, + { name = "sentence-transformers", marker = "extra == 'cu129'" }, { name = "setuptools", specifier = ">=80.0.0" }, { name = "smart-open", marker = "extra == 'engine'", specifier = "==7.0.5" }, { name = "structlog", specifier = ">=25.4.0" }, { name = "tenacity", marker = "extra == 'engine'", specifier = "==9.1.4" }, { name = "tiktoken", marker = "extra == 'engine'", specifier 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