| | Card+chart: on-disk size 238 -> 242 GB (MTP-inclusive, deduped layout) | avlp12 | Never scanned |
| | Card: task-accuracy re-measured on the new main (0.638n/0.812/0.744 — within combined noise of the prior retune) | avlp12 |
| | Chart source | avlp12 |
| | Chart: 3.5 sibling 8-bit-teacher DWQ PPL | avlp12 |
| | Add int8 KV usage + Long-context/memory section; correct 256GB->256GiB(274.9GB) and add measured prefill-peak curve (DSA activation caps ~26-32K prompt on 256 GiB) | avlp12 |
| | Refresh 3.5 bpw comparison to its DWQ-retuned numbers (chart + table): 3.5 now 2.851/1.841 strided, tulu 3.603; deltas -24%/-11% | avlp12 |
| | Upload folder using huggingface_hub | avlp12 |
| | Model card: long-context MTP fixed by the fork's small-L gather path (0.26x -> 0.85-0.98x); tuning guidance | avlp12 |
| | Model card: long-context MTP works (acceptance validated >2048; speed ~neutral there); corrected earlier misdiagnosis | avlp12 |
| | Model card: corrected MTP reference numbers (3.5bpw sibling perf-neutral; 4-bit sibling +11%) | avlp12 |
| | Model card: document the MTP context limit (dense regime <=2048 tokens; auto-fallback beyond) | avlp12 |
| | Upload README.md with huggingface_hub | avlp12 |
| | Upload README.md with huggingface_hub | avlp12 |
| | Upload folder using huggingface_hub | avlp12 |
| | Upload README.md with huggingface_hub | avlp12 |
| | Upload folder using huggingface_hub | avlp12 |