Download quality-summary.json from Lottolabs/Qwen3.5-9B-TT-Mixed-BFP4-BFP8-P150: direct link, hf CLI and curl.
- Browser
- Download file 2.89 kB
-
https://huggingface.co/Lottolabs/Qwen3.5-9B-TT-Mixed-BFP4-BFP8-P150/resolve/main/quality-summary.json
- Command line
-
hf download hf://Lottolabs/Qwen3.5-9B-TT-Mixed-BFP4-BFP8-P150/quality-summary.json
-
curl -L -o quality-summary.json https://huggingface.co/Lottolabs/Qwen3.5-9B-TT-Mixed-BFP4-BFP8-P150/resolve/main/quality-summary.json
2.89 kB
| { | |
| "status": "complete", | |
| "model": "Qwen/Qwen3.5-9B", | |
| "device": "single P150", | |
| "checkpoint": "New standalone mixed-BFP4/BFP8 TT-native checkpoint including all 15 original MTP tensors", | |
| "runtime_image": "sha256:fe06066653f6c1dc3d68cf7c2ee6e31a7724aebec82f88ff7bf792b78a0b1b21", | |
| "manifest_sha256": "34f774cf110e3ff94726171b52f6d462cb9b36651295b941efa85098ddb96ca2", | |
| "target_tensors_byte_identical_to_previous_release": 475, | |
| "mtp_source_tensors": 15, | |
| "mtp_source_bytes": 486582864, | |
| "native_reload": [ | |
| { | |
| "mode": "off", | |
| "file": "equivalence.json", | |
| "exact_logits_equal": true, | |
| "tokens_compared": 1415 | |
| }, | |
| { | |
| "mode": "on", | |
| "file": "equivalence-mtp.json", | |
| "exact_logits_equal": true, | |
| "tokens_compared": 1415 | |
| } | |
| ], | |
| "api": { | |
| "behavior_passes": 11, | |
| "long_context_passes": 1, | |
| "request_isolation_passed": true | |
| }, | |
| "quality": { | |
| "gsm8k": { | |
| "accuracyPct": 96.04, | |
| "avgLatencyMs": 7899, | |
| "correct": 97, | |
| "dataset": "gsm8k", | |
| "declaredModel": "", | |
| "effectiveModel": "", | |
| "errors": 0, | |
| "quantFormat": "ttnn-native", | |
| "quantization": "mixed-bfp4-bfp8", | |
| "questions": 101, | |
| "scored": 101, | |
| "scoring": "exact_match", | |
| "shardIndex": 1 | |
| }, | |
| "arc_challenge": { | |
| "accuracyPct": 94.25, | |
| "avgLatencyMs": 218, | |
| "correct": 754, | |
| "dataset": "arc-challenge", | |
| "declaredModel": "", | |
| "effectiveModel": "", | |
| "errors": 0, | |
| "quantFormat": "ttnn-native", | |
| "quantization": "mixed-bfp4-bfp8", | |
| "questions": 800, | |
| "scored": 800, | |
| "scoring": "exact_match", | |
| "shardIndex": 1 | |
| } | |
| }, | |
| "speed": { | |
| "fixed_prompt": { | |
| "off_tok_s": 36.571853797115395, | |
| "on_tok_s": 50.564418615171256, | |
| "speedup_percent": 38.26047455969959, | |
| "runs_per_mode": 5 | |
| }, | |
| "localmaxxing": { | |
| "off_tok_s": 36.5, | |
| "on_tok_s": 55.1, | |
| "speedup_percent": 50.95890410958906, | |
| "runs_per_mode": 3 | |
| }, | |
| "draft_acceptance": { | |
| "accepted_per_run": 47, | |
| "proposed_per_run": 80, | |
| "percent": 58.75 | |
| } | |
| }, | |
| "caveats": [ | |
| "Greedy decoding, concurrency 1, thinking disabled.", | |
| "MTP-on and MTP-off completions differ; reload equivalence is not cross-mode output equivalence.", | |
| "Quality scores are complete declared LocalMaxxing shards, not full-dataset official scores.", | |
| "Previous no-MTP quality scores also use an older runtime; comparison does not isolate MTP alone.", | |
| "Nothing submitted publicly." | |
| ], | |
| "serving_restored": { | |
| "base_url": "http://127.0.0.1:8000", | |
| "health_status": 200, | |
| "container": "qwen35-tt-bfp4-hf", | |
| "image": "sha256:3c76d5443033f2245a3fc2edebdeb6c520ed6f392f3a081991fc9e1a27e1b95d", | |
| "note": "Original endpoint restored unchanged; fixed new quant is packaged separately and defaults to MTP on." | |
| } | |
| } | |