Adding Evaluation Results
#1
by
leaderboard-pr-bot
- opened
README.md
CHANGED
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---
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language:
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- en
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library_name: transformers
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-
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datasets:
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- jondurbin/airoboros-2.2
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- Open-Orca/OpenOrca
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- garage-bAInd/Open-Platypus
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- WizardLM/WizardLM_evol_instruct_V2_196k
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- TokenBender/python_eval_instruct_51k
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-
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- llama-2
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- code
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license: llama2
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model-index:
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- name: SpeechlessCoder
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results:
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- task:
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type: text-generation
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dataset:
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type: openai_humaneval
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name: HumanEval
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metrics:
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-
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type: pass@1
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value: 52.439
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verified: false
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---
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<p><h1> speechless-coding-7b-16k-tora </h1></p>
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@@ -118,3 +218,17 @@ CodeLlama-34B-Instruct: 50.79
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A100-40G x 4
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---
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language:
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- en
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+
license: llama2
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library_name: transformers
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tags:
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- llama-2
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- code
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datasets:
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- jondurbin/airoboros-2.2
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- Open-Orca/OpenOrca
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- garage-bAInd/Open-Platypus
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- WizardLM/WizardLM_evol_instruct_V2_196k
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- TokenBender/python_eval_instruct_51k
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pipeline_tag: text-generation
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model-index:
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- name: SpeechlessCoder
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results:
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- task:
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type: text-generation
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dataset:
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name: HumanEval
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type: openai_humaneval
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metrics:
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- type: pass@1
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value: 52.439
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name: pass@1
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verified: false
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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: 41.13
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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=speechlessai/speechless-coding-7b-16k-tora
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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: 64.48
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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=speechlessai/speechless-coding-7b-16k-tora
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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: 38.86
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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=speechlessai/speechless-coding-7b-16k-tora
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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: 44.95
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=speechlessai/speechless-coding-7b-16k-tora
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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: 63.85
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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=speechlessai/speechless-coding-7b-16k-tora
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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: 17.06
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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=speechlessai/speechless-coding-7b-16k-tora
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name: Open LLM Leaderboard
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---
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<p><h1> speechless-coding-7b-16k-tora </h1></p>
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A100-40G x 4
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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_speechlessai__speechless-coding-7b-16k-tora)
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| Metric |Value|
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|---------------------------------|----:|
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|Avg. |45.05|
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|AI2 Reasoning Challenge (25-Shot)|41.13|
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|HellaSwag (10-Shot) |64.48|
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|MMLU (5-Shot) |38.86|
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|TruthfulQA (0-shot) |44.95|
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|Winogrande (5-shot) |63.85|
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|GSM8k (5-shot) |17.06|
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