From e4258084dc0c6df0c99661498e05d20c8238010b Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Thu, 11 Jun 2026 05:16:16 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: Technoculture/MT7Bi-sft Source: Original Platform --- .gitattributes | 35 ++++ README.md | 162 +++++++++++++++++ added_tokens.json | 19 ++ config.json | 28 +++ generation_config.json | 6 + pytorch_model-00001-of-00003.bin | 3 + pytorch_model-00002-of-00003.bin | 3 + pytorch_model-00003-of-00003.bin | 3 + pytorch_model.bin.index.json | 298 +++++++++++++++++++++++++++++++ special_tokens_map.json | 65 +++++++ tokenizer.model | 3 + tokenizer_config.json | 196 ++++++++++++++++++++ 12 files changed, 821 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 added_tokens.json create mode 100644 config.json create mode 100644 generation_config.json create mode 100644 pytorch_model-00001-of-00003.bin create mode 100644 pytorch_model-00002-of-00003.bin create mode 100644 pytorch_model-00003-of-00003.bin create mode 100644 pytorch_model.bin.index.json create mode 100644 special_tokens_map.json create mode 100644 tokenizer.model create mode 100644 tokenizer_config.json diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..a6344aa --- /dev/null +++ b/.gitattributes @@ -0,0 +1,35 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs 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filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..20c31ca --- /dev/null +++ b/README.md @@ -0,0 +1,162 @@ +--- +datasets: +- xzuyn/chatdoctor-200k-stripped +- Technoculture/riddle_sense +- axiong/pmc_llama_instructions +- Open-Orca/SlimOrca-Dedup +language: +- en +tags: +- medical +--- + + +![image/png](https://cdn-uploads.huggingface.co/production/uploads/63486df1f8f01fcc4b23e97d/nMuS3Qnb5m0dENIixWv0q.png) + +[Technoculture/MT7Bi-alpha](https://huggingface.co/Technoculture/MT7Bi-alpha) adapter merged with its Base Model (Meditron 7B) + +# Evaluations + +## Open LLM Leaderboard +| Model | ARC |HellaSwag|TruthfulQA|Winogrande|GSM8K| +|---------------------------------------------------|----:|--------:|---------:|---------:|----:| +|[MT7Bi-sft (epoch 4)](https://huggingface.co/Technoculture/MT7Bi-sft)|54.1| 75.11| 43.08| 72.14|15.54| +|[MT7Bi-sft (epoch 1)](https://huggingface.co/Technoculture/MT7Bi)|50.94| 73.24| 43.04| 72.06|22.52| + +### Model Evaluation Benchmark + +| | | | | | | | | | +| -------- | ------ |----- |----- |----- |----- |----- |----- |------ | +|Category | MT7Bi | meditron-70b | llama-2-70b | med42-70b* | meditron-7b | llama-2-7b | PMC-llama-7b | +|Health | | 81.8 | 69.1 | 83.6 | 27.3 | 16.4 | 3.6 | +|Nutrition | | 77.9 | 68.8 | 62.5 | 31.1 | 12.5 | 6.3 | +|Psychology| | 47.4 | 36.8 | 52.6 | 21.1 | 10.5 | 0.0 | +|Science | | 77.8 | 44.4 | 33.3 | 33.3 | 11.1 | 0.0 | +|Avg | | 71.2 | 54.8 | 58.0 | 28.3 | 12.6 | 2.5 | +| | | | | | | | | + + +| | | | | | | | +| --- | ------ | ------ |----- |----- |----- |----- | +|Dataset| MT7Bi | meditron-70b | llama-2-70b | med42-70b* | clinical-camel-70b* | +|MMLU-Medical | 46.9 | 77.6 | 77.9 | 74.5 | 65.7 | +|PubMedQA | 65.2 | 81.6 | 80.0 | 61.2 | 67.0 | +|MedMCQA | 42.7 | 66.0 | 62.6 | 59.2 | 46.7 | +|MedQA | | 64.4 | 61.5 | 59.1 | 50.8 | +|MedQA-4-Option| 44.3 | 70.2 | 63.8 | 63.9 | 56.8 | +|Avg | | 72.0 | 69.2 | 63.6 | 57.4 | +| | | | | | | | + +| | | | | | | | +| --- | ------ |----- |----- |----- |----- |------ | +|Dataset | meditron-7b | llama-2-7b | pmc-llama-7b | Zephyr-7B-beta* | Mistral-7B-instruct* | MT7Bi | +|MMLU-Medical | 54.2 | 53.7 | 56.4 | 63.3 | 60.0 | 46.9 | +|PubMedQA | 74.4 | 61.8 | 59.2 | 46.0 | 17.8 | 65.2 | +|MedMCQA | 59.2 | 54.4 | 57.6 | 43.0 | 40.2 | 42.7 | +|MedQA | 47.9 | 44.0 | 42.4 | 42.8 | 32.4 | | +|MedQA-4-Option| 52.0 | 49.6 | 49.2 | 48.5 | 41.1 | 44.3 | +|Avg | 57.5 | 52.7 | 53.0 | 48.7 | 38.3 | | +| | | | | | | | + + +| Model Name | ARC | HellaSwag | MMLU | TruthfulQA | Winogrande | GSM8K | +| ------------------ | -------- | --------- | ---- | ---------- | ---------- | -------- | +| Orca-2-7b | **78.4** | 76.1 | 53.7 | **52.4** | **74.2** | **47.2** | +| LLAMA-2-7b | 43.2 | **77.1** | 44.4 | 38.7 | 69.5 | 16 | +| MT7Bi-sft | 54.1 | 75.11 | - | 43.08 | 72.14 | 15.54 | + +### ARC: 54.1% +| Task |Version| Metric | Value | |Stderr| +|-------------|------:|--------------------|-------------|---|------| +|arc_challenge| 1|acc,none | 0.51| | | +| | |acc_stderr,none | 0.01| | | +| | |acc_norm,none | 0.54| | | +| | |acc_norm_stderr,none| 0.01| | | +| | |alias |arc_challenge| | | + +### HellaSwag: 75.11% +| Task |Version| Metric | Value | |Stderr| +|---------|------:|--------------------|---------|---|------| +|hellaswag| 1|acc,none | 0.57| | | +| | |acc_stderr,none | 0| | | +| | |acc_norm,none | 0.75| | | +| | |acc_norm_stderr,none| 0| | | +| | |alias |hellaswag| | | + +### TruthfulQA: 43.08% +| Task |Version| Metric | Value | |Stderr| +|--------------|-------|-----------------------|-----------------|---|------| +|truthfulqa |N/A |bleu_max,none | 18.31| | | +| | |bleu_max_stderr,none | 0.46| | | +| | |bleu_acc,none | 0.39| | | +| | |bleu_acc_stderr,none | 0| | | +| | |bleu_diff,none | -1.63| | | +| | |bleu_diff_stderr,none | 0.39| | | +| | |rouge1_max,none | 41.99| | | +| | |rouge1_max_stderr,none | 0.71| | | +| | |rouge1_acc,none | 0.39| | | +| | |rouge1_acc_stderr,none | 0| | | +| | |rouge1_diff,none | -2.88| | | +| | |rouge1_diff_stderr,none| 0.66| | | +| | |rouge2_max,none | 27.42| | | +| | |rouge2_max_stderr,none | 0.80| | | +| | |rouge2_acc,none | 0.32| | | +| | |rouge2_acc_stderr,none | 0| | | +| | |rouge2_diff,none | -3.11| | | +| | |rouge2_diff_stderr,none| 0.78| | | +| | |rougeL_max,none | 38.81| | | +| | |rougeL_max_stderr,none | 0.71| | | +| | |rougeL_acc,none | 0.38| | | +| | |rougeL_acc_stderr,none | 0| | | +| | |rougeL_diff,none | -3.01| | | +| | |rougeL_diff_stderr,none| 0.66| | | +| | |acc,none | 0.33| | | +| | |acc_stderr,none | 0.05| | | +| | |alias |truthfulqa | | | +|truthfulqa_gen| 3|bleu_max,none | 18.31| | | +| | |bleu_max_stderr,none | 0.68| | | +| | |bleu_acc,none | 0.39| | | +| | |bleu_acc_stderr,none | 0.02| | | +| | |bleu_diff,none | -1.63| | | +| | |bleu_diff_stderr,none | 0.62| | | +| | |rouge1_max,none | 41.99| | | +| | |rouge1_max_stderr,none | 0.84| | | +| | |rouge1_acc,none | 0.39| | | +| | |rouge1_acc_stderr,none | 0.02| | | +| | |rouge1_diff,none | -2.88| | | +| | |rouge1_diff_stderr,none| 0.81| | | +| | |rouge2_max,none | 27.42| | | +| | |rouge2_max_stderr,none | 0.89| | | +| | |rouge2_acc,none | 0.32| | | +| | |rouge2_acc_stderr,none | 0.02| | | +| | |rouge2_diff,none | -3.11| | | +| | |rouge2_diff_stderr,none| 0.88| | | +| | |rougeL_max,none | 38.81| | | +| | |rougeL_max_stderr,none | 0.84| | | +| | |rougeL_acc,none | 0.38| | | +| | |rougeL_acc_stderr,none | 0.02| | | +| | |rougeL_diff,none | -3.01| | | +| | |rougeL_diff_stderr,none| 0.82| | | +| | |alias | - truthfulqa_gen| | | +|truthfulqa_mc1| 2|acc,none | 0.28| | | +| | |acc_stderr,none | 0.02| | | +| | |alias | - truthfulqa_mc1| | | +|truthfulqa_mc2| 2|acc,none | 0.43| | | +| | |acc_stderr,none | 0.01| | | +| | |alias | - truthfulqa_mc2| | | + +### Winogrande: 72.14% +| Task |Version| Metric | Value | |Stderr| +|----------|------:|---------------|----------|---|------| +|winogrande| 1|acc,none | 0.72| | | +| | |acc_stderr,none| 0.01| | | +| | |alias |winogrande| | | + +### GSM8K: 15.54% +|Task |Version| Metric |Value| |Stderr| +|-----|------:|-----------------------------|-----|---|------| +|gsm8k| 2|exact_match,get-answer | 0.16| | | +| | |exact_match_stderr,get-answer| 0.01| | | +| | |alias |gsm8k| | | + +Elapsed time: 04:06:36 \ No newline at end of file diff --git a/added_tokens.json b/added_tokens.json new file mode 100644 index 0000000..f73fe2e --- /dev/null +++ b/added_tokens.json @@ -0,0 +1,19 @@ +{ + "": 32000, + "": 32002, + "": 32003, + "": 32004, + "": 32001, + "[/bib]": 32010, + "[/bib_ref]": 32006, + "[/fig]": 32012, + "[/fig_ref]": 32008, + "[/formula]": 32016, + "[/table]": 32014, + "[bib]": 32009, + "[bib_ref]": 32005, + "[fig]": 32011, + "[fig_ref]": 32007, + "[formula]": 32015, + "[table]": 32013 +} diff --git a/config.json b/config.json new file mode 100644 index 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