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Adding Evaluation Results (#1)

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- Adding Evaluation Results (8b23ec3f236def93c3fe755a1d28402f53904877)

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  1. README.md +113 -5
README.md CHANGED
@@ -1,20 +1,115 @@
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  ---
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- base_model: unsloth/phi-4-unsloth-bnb-4bit
 
 
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  tags:
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  - text-generation-inference
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  - transformers
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  - unsloth
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  - llama
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  - gguf
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- license: apache-2.0
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- language:
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- - en
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  datasets:
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  - bespokelabs/Bespoke-Stratos-17k
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  - bespokelabs/Bespoke-Stratos-35k
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  - NovaSky-AI/Sky-T1_data_17k
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  - Quazim0t0/BenfordsLawReasoningJSON
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  - open-thoughts/OpenThoughts-114k
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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  # TurnPhi Project
@@ -97,4 +192,17 @@ tokenizer = AutoTokenizer.from_pretrained(base_model)
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  model = AutoModelForCausalLM.from_pretrained(base_model)
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  model = PeftModel.from_pretrained(model, lora_adapter)
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- model.eval()
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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+ language:
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+ - en
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+ license: apache-2.0
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  tags:
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  - text-generation-inference
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  - transformers
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  - unsloth
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  - llama
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  - gguf
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+ base_model: unsloth/phi-4-unsloth-bnb-4bit
 
 
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  datasets:
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  - bespokelabs/Bespoke-Stratos-17k
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  - bespokelabs/Bespoke-Stratos-35k
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  - NovaSky-AI/Sky-T1_data_17k
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  - Quazim0t0/BenfordsLawReasoningJSON
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  - open-thoughts/OpenThoughts-114k
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+ model-index:
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+ - name: Phi4.Turn.R1Distill_v1.5.1-Tensors
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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: IFEval (0-Shot)
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+ type: HuggingFaceH4/ifeval
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+ args:
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+ num_few_shot: 0
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+ metrics:
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+ - type: inst_level_strict_acc and prompt_level_strict_acc
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+ value: 29.95
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+ name: strict accuracy
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+ source:
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+ url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Quazim0t0/Phi4.Turn.R1Distill_v1.5.1-Tensors
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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: BBH (3-Shot)
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+ type: BBH
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+ args:
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+ num_few_shot: 3
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+ metrics:
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+ - type: acc_norm
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+ value: 49.22
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+ name: normalized accuracy
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+ source:
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+ url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Quazim0t0/Phi4.Turn.R1Distill_v1.5.1-Tensors
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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: MATH Lvl 5 (4-Shot)
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+ type: hendrycks/competition_math
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+ args:
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+ num_few_shot: 4
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+ metrics:
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+ - type: exact_match
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+ value: 1.59
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+ name: exact match
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+ source:
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+ url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Quazim0t0/Phi4.Turn.R1Distill_v1.5.1-Tensors
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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: GPQA (0-shot)
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+ type: Idavidrein/gpqa
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+ args:
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+ num_few_shot: 0
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+ metrics:
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+ - type: acc_norm
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+ value: 2.46
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+ name: acc_norm
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+ source:
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+ url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Quazim0t0/Phi4.Turn.R1Distill_v1.5.1-Tensors
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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: MuSR (0-shot)
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+ type: TAUR-Lab/MuSR
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+ args:
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+ num_few_shot: 0
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+ metrics:
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+ - type: acc_norm
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+ value: 7.04
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+ name: acc_norm
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+ source:
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+ url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Quazim0t0/Phi4.Turn.R1Distill_v1.5.1-Tensors
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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-PRO (5-shot)
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+ type: TIGER-Lab/MMLU-Pro
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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: 45.75
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+ name: accuracy
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+ source:
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+ url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Quazim0t0/Phi4.Turn.R1Distill_v1.5.1-Tensors
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+ name: Open LLM Leaderboard
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  ---
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  # TurnPhi Project
 
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  model = AutoModelForCausalLM.from_pretrained(base_model)
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  model = PeftModel.from_pretrained(model, lora_adapter)
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+ model.eval()
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+ # [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard)
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+ Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/Quazim0t0__Phi4.Turn.R1Distill_v1.5.1-Tensors-details)
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+
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+ | Metric |Value|
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+ |-------------------|----:|
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+ |Avg. |22.67|
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+ |IFEval (0-Shot) |29.95|
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+ |BBH (3-Shot) |49.22|
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+ |MATH Lvl 5 (4-Shot)| 1.59|
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+ |GPQA (0-shot) | 2.46|
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+ |MuSR (0-shot) | 7.04|
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+ |MMLU-PRO (5-shot) |45.75|
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+