Adding Evaluation Results
#1
by
Abhaykoul
- opened
README.md
CHANGED
@@ -10,6 +10,109 @@ datasets:
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license_name: hsul
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license_link: https://huggingface.co/OEvortex/vortex-3b/raw/main/LICENSE.md
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pipeline_tag: text-generation
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---
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![Vortex 3b](https://cdn-lfs-us-1.huggingface.co/repos/68/cb/68cb18839210e9d774c72c739ef72fb95cb03f6f857e6b5a2377406f2078e65a/04b4c8104a551ec9754fd1169842ee67c06ced0fb16569b5fca804c2068578e9?response-content-disposition=inline%3B+filename*%3DUTF-8%27%27vortex%25203b.png%3B+filename%3D%22vortex+3b.png%22%3B&response-content-type=image%2Fpng&Expires=1711282309&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTcxMTI4MjMwOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy11cy0xLmh1Z2dpbmdmYWNlLmNvL3JlcG9zLzY4L2NiLzY4Y2IxODgzOTIxMGU5ZDc3NGM3MmM3MzllZjcyZmI5NWNiMDNmNmY4NTdlNmI1YTIzNzc0MDZmMjA3OGU2NWEvMDRiNGM4MTA0YTU1MWVjOTc1NGZkMTE2OTg0MmVlNjdjMDZjZWQwZmIxNjU2OWI1ZmNhODA0YzIwNjg1NzhlOT9yZXNwb25zZS1jb250ZW50LWRpc3Bvc2l0aW9uPSomcmVzcG9uc2UtY29udGVudC10eXBlPSoifV19&Signature=T0d7vhvs9DjdMClzOOEyJMVe4e33u7A-9VTvApC3lMQgW7GXt-hOACXDWDp2TQMv6WoxL7DmGBh-d2uXvGT-2Sqx%7EUcce2pxq1yqtkMEi7sf2WYSHtmaXrIWAiVF%7EPeidG1wRr8wfUY3qIjlKtMVJs7RGbzvAgyvhscazuqutIj37tlIjEcYUXYOuYZoqA3OhoXfpiawCvmXc%7EAul-bAWwAYx91BWvGw9fw4tv20wisJDsh6BV7HEWnV%7EYbXvCxxlZZ4BbcWrYDN%7EMRf48EElCacf5KMpDMbCa52rO-ZvXCWgap%7EzUaIemRSQ84rpgTlVKb--D3GL3pUwRroaiRF7A__&Key-Pair-Id=KCD77M1F0VK2B)
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**Model Overview**
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@@ -37,4 +140,16 @@ text = pipeline(model="OEvortex/vortex-3b-v2", torch_dtype=torch.bfloat16, devic
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res = text("Explain to me the difference between nuclear fission and fusion.")
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print(res[0]["text"])
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-
```
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license_name: hsul
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license_link: https://huggingface.co/OEvortex/vortex-3b/raw/main/LICENSE.md
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pipeline_tag: text-generation
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model-index:
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- name: vortex-3b-v2
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results:
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: AI2 Reasoning Challenge (25-Shot)
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type: ai2_arc
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config: ARC-Challenge
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split: test
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args:
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num_few_shot: 25
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metrics:
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- type: acc_norm
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value: 39.68
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name: normalized accuracy
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=OEvortex/vortex-3b-v2
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name: Open LLM Leaderboard
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: HellaSwag (10-Shot)
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type: hellaswag
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split: validation
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args:
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num_few_shot: 10
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metrics:
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- type: acc_norm
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value: 65.04
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name: normalized accuracy
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=OEvortex/vortex-3b-v2
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name: Open LLM Leaderboard
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: MMLU (5-Shot)
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type: cais/mmlu
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config: all
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split: test
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args:
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num_few_shot: 5
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metrics:
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- type: acc
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value: 25.09
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name: accuracy
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=OEvortex/vortex-3b-v2
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name: Open LLM Leaderboard
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: TruthfulQA (0-shot)
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type: truthful_qa
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config: multiple_choice
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split: validation
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args:
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num_few_shot: 0
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metrics:
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- type: mc2
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value: 33.8
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=OEvortex/vortex-3b-v2
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name: Open LLM Leaderboard
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: Winogrande (5-shot)
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type: winogrande
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config: winogrande_xl
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split: validation
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args:
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num_few_shot: 5
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metrics:
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- type: acc
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value: 59.12
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name: accuracy
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=OEvortex/vortex-3b-v2
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name: Open LLM Leaderboard
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: GSM8k (5-shot)
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type: gsm8k
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config: main
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split: test
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args:
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num_few_shot: 5
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metrics:
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- type: acc
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value: 2.05
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name: accuracy
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=OEvortex/vortex-3b-v2
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name: Open LLM Leaderboard
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---
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![Vortex 3b](https://cdn-lfs-us-1.huggingface.co/repos/68/cb/68cb18839210e9d774c72c739ef72fb95cb03f6f857e6b5a2377406f2078e65a/04b4c8104a551ec9754fd1169842ee67c06ced0fb16569b5fca804c2068578e9?response-content-disposition=inline%3B+filename*%3DUTF-8%27%27vortex%25203b.png%3B+filename%3D%22vortex+3b.png%22%3B&response-content-type=image%2Fpng&Expires=1711282309&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTcxMTI4MjMwOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy11cy0xLmh1Z2dpbmdmYWNlLmNvL3JlcG9zLzY4L2NiLzY4Y2IxODgzOTIxMGU5ZDc3NGM3MmM3MzllZjcyZmI5NWNiMDNmNmY4NTdlNmI1YTIzNzc0MDZmMjA3OGU2NWEvMDRiNGM4MTA0YTU1MWVjOTc1NGZkMTE2OTg0MmVlNjdjMDZjZWQwZmIxNjU2OWI1ZmNhODA0YzIwNjg1NzhlOT9yZXNwb25zZS1jb250ZW50LWRpc3Bvc2l0aW9uPSomcmVzcG9uc2UtY29udGVudC10eXBlPSoifV19&Signature=T0d7vhvs9DjdMClzOOEyJMVe4e33u7A-9VTvApC3lMQgW7GXt-hOACXDWDp2TQMv6WoxL7DmGBh-d2uXvGT-2Sqx%7EUcce2pxq1yqtkMEi7sf2WYSHtmaXrIWAiVF%7EPeidG1wRr8wfUY3qIjlKtMVJs7RGbzvAgyvhscazuqutIj37tlIjEcYUXYOuYZoqA3OhoXfpiawCvmXc%7EAul-bAWwAYx91BWvGw9fw4tv20wisJDsh6BV7HEWnV%7EYbXvCxxlZZ4BbcWrYDN%7EMRf48EElCacf5KMpDMbCa52rO-ZvXCWgap%7EzUaIemRSQ84rpgTlVKb--D3GL3pUwRroaiRF7A__&Key-Pair-Id=KCD77M1F0VK2B)
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**Model Overview**
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res = text("Explain to me the difference between nuclear fission and fusion.")
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print(res[0]["text"])
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```
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# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
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Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_OEvortex__vortex-3b-v2)
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| Metric |Value|
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|---------------------------------|----:|
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|Avg. |37.46|
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|AI2 Reasoning Challenge (25-Shot)|39.68|
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|HellaSwag (10-Shot) |65.04|
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|MMLU (5-Shot) |25.09|
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|TruthfulQA (0-shot) |33.80|
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|Winogrande (5-shot) |59.12|
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|GSM8k (5-shot) | 2.05|
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