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Update README.md
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@@ -54,6 +54,7 @@ Happy training!
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| Run | Score | Author | Summary | Date | Info |
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|-----|------:|--------|---------|------|------|
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| Ternary Quantization | 1.1570 | Ciprian-Florin Ifrim | 73.7M params quantized to 1 0 -1 + misc arch changes | 2026-03-24 | [info](records/track_10min_16mb/2026-03-24_74M_Ternary_UNet_FP8_10L_8192BPE_YaRN_NeoMuon/README.md) |
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| 1 Bit Quantization | 1.1239 | Ciprian-Florin Ifrim | 106M params quantized to 1 bit + misc arch changes | 2026-03-24 | [info](records/track_non_record_16mb/2026-03-24_106M_Binary_Asymmetric_UNet_FP8_15L_8192BPE_YaRN_NeoMuon_Smear/README.md) |
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| 4-Hour Baseline | 1.2074 | Will DePue | Testing unlimited compute, 4 hours on 8xH100 | 2026-03-18 | [info](records/track_non_record_16mb/2026-03-18_Quasi10Bfrom50B_SP1024_9x512_KV4_4h_pgut3/README.md) |
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