Adding Evaluation Results
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Quazim0t0
	
							
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            ---
         
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            -
             
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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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            -
             
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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
         
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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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            |      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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