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[Test]Add accuracy test for multiple models #3823
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,11 @@ | ||
| model_name: "LLM-Research/Meta-Llama-3.1-8B-Instruct" | ||
| hardware: "Atlas A2 Series" | ||
| tasks: | ||
| - name: "gsm8k" | ||
| metrics: | ||
| - name: "exact_match,strict-match" | ||
| value: 0.82 | ||
| - name: "exact_match,flexible-extract" | ||
| value: 0.84 | ||
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| num_fewshot: 5 | ||
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,10 @@ | ||
| model_name: "Qwen/Qwen2.5-Omni-7B" | ||
| hardware: "Atlas A2 Series" | ||
| model: "vllm-vlm" | ||
| tasks: | ||
| - name: "mmmu_val" | ||
| metrics: | ||
| - name: "acc,none" | ||
| value: 0.52 | ||
|
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There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. ditto
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There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. MMMU is an extremely challenging benchmark for multidisciplinary and multimodal reasoning, and this test value falls within a reasonable range. |
||
| max_model_len: 8192 | ||
| gpu_memory_utilization: 0.7 | ||
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,10 +1,9 @@ | ||
| model_name: "Qwen/Qwen2.5-VL-7B-Instruct" | ||
| runner: "linux-aarch64-a2-1" | ||
| hardware: "Atlas A2 Series" | ||
| model: "vllm-vlm" | ||
| tasks: | ||
| - name: "mmmu_val" | ||
| metrics: | ||
| - name: "acc,none" | ||
| value: 0.51 | ||
| max_model_len: 8192 | ||
| max_model_len: 8192 |
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,11 @@ | ||
| model_name: "Qwen/Qwen3-VL-8B-Instruct" | ||
| hardware: "Atlas A2 Series" | ||
| model: "vllm-vlm" | ||
| tasks: | ||
| - name: "mmmu_val" | ||
| metrics: | ||
| - name: "acc,none" | ||
| value: 0.55 | ||
|
Collaborator
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. ditto |
||
| max_model_len: 8192 | ||
| batch_size: 32 | ||
| gpu_memory_utilization: 0.7 | ||
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I noticed some of the yaml specified the hardware, and some didn't. I think this is no need to specify? cc @zhangxinyuehfad plz also take a look
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Unified modifications have been completed.