README.md

metadata

language:
  - en
license: cc-by-nc-4.0
tags:
  - text-generation-inference
  - transformers
  - unsloth
  - mistral
  - trl
datasets:
  - Open-Orca/SlimOrca
base_model: alnrg2arg/blockchainlabs_7B_merged_test2_4
model-index:
  - name: test3_sft_4bit
    results:
      - task:
          type: text-generation
          name: Text Generation
        dataset:
          name: AI2 Reasoning Challenge (25-Shot)
          type: ai2_arc
          config: ARC-Challenge
          split: test
          args:
            num_few_shot: 25
        metrics:
          - type: acc_norm
            value: 61.52
            name: normalized accuracy
        source:
          url: >-
            https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=alnrg2arg/test3_sft_4bit
          name: Open LLM Leaderboard
      - task:
          type: text-generation
          name: Text Generation
        dataset:
          name: HellaSwag (10-Shot)
          type: hellaswag
          split: validation
          args:
            num_few_shot: 10
        metrics:
          - type: acc_norm
            value: 83.89
            name: normalized accuracy
        source:
          url: >-
            https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=alnrg2arg/test3_sft_4bit
          name: Open LLM Leaderboard
      - task:
          type: text-generation
          name: Text Generation
        dataset:
          name: MMLU (5-Shot)
          type: cais/mmlu
          config: all
          split: test
          args:
            num_few_shot: 5
        metrics:
          - type: acc
            value: 64.79
            name: accuracy
        source:
          url: >-
            https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=alnrg2arg/test3_sft_4bit
          name: Open LLM Leaderboard
      - task:
          type: text-generation
          name: Text Generation
        dataset:
          name: TruthfulQA (0-shot)
          type: truthful_qa
          config: multiple_choice
          split: validation
          args:
            num_few_shot: 0
        metrics:
          - type: mc2
            value: 47.83
        source:
          url: >-
            https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=alnrg2arg/test3_sft_4bit
          name: Open LLM Leaderboard
      - task:
          type: text-generation
          name: Text Generation
        dataset:
          name: Winogrande (5-shot)
          type: winogrande
          config: winogrande_xl
          split: validation
          args:
            num_few_shot: 5
        metrics:
          - type: acc
            value: 81.93
            name: accuracy
        source:
          url: >-
            https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=alnrg2arg/test3_sft_4bit
          name: Open LLM Leaderboard
      - task:
          type: text-generation
          name: Text Generation
        dataset:
          name: GSM8k (5-shot)
          type: gsm8k
          config: main
          split: test
          args:
            num_few_shot: 5
        metrics:
          - type: acc
            value: 0
            name: accuracy
        source:
          url: >-
            https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=alnrg2arg/test3_sft_4bit
          name: Open LLM Leaderboard

Benchmark Scores

Tasks	Version	Filter	n-shot	Metric	Value		Stderr
arc_challenge	1	none	0	acc	0.5247	±	0.0146
		none	0	acc_norm	0.5623	±	0.0145

Tasks	Version	Filter	n-shot	Metric	Value		Stderr
hellaswag	1	none	0	acc	0.6270	±	0.0048
		none	0	acc_norm	0.8228	±	0.0038

Groups	Version	Filter	n-shot	Metric	Value		Stderr
mmlu	N/A	none	0	acc	0.6243	±	0.1341
- humanities	N/A	none	0	acc	0.5717	±	0.1400
- other	N/A	none	0	acc	0.7016	±	0.1143
- social_sciences	N/A	none	0	acc	0.7342	±	0.0753
- stem	N/A	none	0	acc	0.5192	±	0.1257

Tasks	Version	Filter	n-shot	Metric	Value		Stderr
winogrande	1	none	0	acc	0.7774	±	0.0117

Tasks	Version	Filter	n-shot	Metric	Value		Stderr
gsm8k	2	get-answer	5	exact_match	0.6732	±	0.0129

Tasks	Version	Filter	n-shot	Metric	Value		Stderr
truthfulqa_mc2	2	none	0	acc	0.4795	±	0.0148

Average 65.658

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	56.66
AI2 Reasoning Challenge (25-Shot)	61.52
HellaSwag (10-Shot)	83.89
MMLU (5-Shot)	64.79
TruthfulQA (0-shot)	47.83
Winogrande (5-shot)	81.93
GSM8k (5-shot)	0.00