221 lines
11 KiB
Markdown
221 lines
11 KiB
Markdown
Quantization made by Richard Erkhov.
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[Github](https://github.com/RichardErkhov)
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[Discord](https://discord.gg/pvy7H8DZMG)
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[Request more models](https://github.com/RichardErkhov/quant_request)
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Neural-SOVLish-Devil-8B-L3 - GGUF
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- Model creator: https://huggingface.co/saishf/
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- Original model: https://huggingface.co/saishf/Neural-SOVLish-Devil-8B-L3/
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| Name | Quant method | Size |
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| ---- | ---- | ---- |
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| [Neural-SOVLish-Devil-8B-L3.Q2_K.gguf](https://huggingface.co/RichardErkhov/saishf_-_Neural-SOVLish-Devil-8B-L3-gguf/blob/main/Neural-SOVLish-Devil-8B-L3.Q2_K.gguf) | Q2_K | 2.96GB |
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| [Neural-SOVLish-Devil-8B-L3.IQ3_XS.gguf](https://huggingface.co/RichardErkhov/saishf_-_Neural-SOVLish-Devil-8B-L3-gguf/blob/main/Neural-SOVLish-Devil-8B-L3.IQ3_XS.gguf) | IQ3_XS | 3.28GB |
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| [Neural-SOVLish-Devil-8B-L3.IQ3_S.gguf](https://huggingface.co/RichardErkhov/saishf_-_Neural-SOVLish-Devil-8B-L3-gguf/blob/main/Neural-SOVLish-Devil-8B-L3.IQ3_S.gguf) | IQ3_S | 3.43GB |
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| [Neural-SOVLish-Devil-8B-L3.Q3_K_S.gguf](https://huggingface.co/RichardErkhov/saishf_-_Neural-SOVLish-Devil-8B-L3-gguf/blob/main/Neural-SOVLish-Devil-8B-L3.Q3_K_S.gguf) | Q3_K_S | 3.41GB |
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| [Neural-SOVLish-Devil-8B-L3.IQ3_M.gguf](https://huggingface.co/RichardErkhov/saishf_-_Neural-SOVLish-Devil-8B-L3-gguf/blob/main/Neural-SOVLish-Devil-8B-L3.IQ3_M.gguf) | IQ3_M | 3.52GB |
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| [Neural-SOVLish-Devil-8B-L3.Q3_K.gguf](https://huggingface.co/RichardErkhov/saishf_-_Neural-SOVLish-Devil-8B-L3-gguf/blob/main/Neural-SOVLish-Devil-8B-L3.Q3_K.gguf) | Q3_K | 3.74GB |
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| [Neural-SOVLish-Devil-8B-L3.Q3_K_M.gguf](https://huggingface.co/RichardErkhov/saishf_-_Neural-SOVLish-Devil-8B-L3-gguf/blob/main/Neural-SOVLish-Devil-8B-L3.Q3_K_M.gguf) | Q3_K_M | 3.74GB |
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| [Neural-SOVLish-Devil-8B-L3.Q3_K_L.gguf](https://huggingface.co/RichardErkhov/saishf_-_Neural-SOVLish-Devil-8B-L3-gguf/blob/main/Neural-SOVLish-Devil-8B-L3.Q3_K_L.gguf) | Q3_K_L | 4.03GB |
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| [Neural-SOVLish-Devil-8B-L3.IQ4_XS.gguf](https://huggingface.co/RichardErkhov/saishf_-_Neural-SOVLish-Devil-8B-L3-gguf/blob/main/Neural-SOVLish-Devil-8B-L3.IQ4_XS.gguf) | IQ4_XS | 4.18GB |
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| [Neural-SOVLish-Devil-8B-L3.Q4_0.gguf](https://huggingface.co/RichardErkhov/saishf_-_Neural-SOVLish-Devil-8B-L3-gguf/blob/main/Neural-SOVLish-Devil-8B-L3.Q4_0.gguf) | Q4_0 | 4.34GB |
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| [Neural-SOVLish-Devil-8B-L3.IQ4_NL.gguf](https://huggingface.co/RichardErkhov/saishf_-_Neural-SOVLish-Devil-8B-L3-gguf/blob/main/Neural-SOVLish-Devil-8B-L3.IQ4_NL.gguf) | IQ4_NL | 4.38GB |
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| [Neural-SOVLish-Devil-8B-L3.Q4_K_S.gguf](https://huggingface.co/RichardErkhov/saishf_-_Neural-SOVLish-Devil-8B-L3-gguf/blob/main/Neural-SOVLish-Devil-8B-L3.Q4_K_S.gguf) | Q4_K_S | 4.37GB |
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| [Neural-SOVLish-Devil-8B-L3.Q4_K.gguf](https://huggingface.co/RichardErkhov/saishf_-_Neural-SOVLish-Devil-8B-L3-gguf/blob/main/Neural-SOVLish-Devil-8B-L3.Q4_K.gguf) | Q4_K | 4.58GB |
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| [Neural-SOVLish-Devil-8B-L3.Q4_K_M.gguf](https://huggingface.co/RichardErkhov/saishf_-_Neural-SOVLish-Devil-8B-L3-gguf/blob/main/Neural-SOVLish-Devil-8B-L3.Q4_K_M.gguf) | Q4_K_M | 4.58GB |
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| [Neural-SOVLish-Devil-8B-L3.Q4_1.gguf](https://huggingface.co/RichardErkhov/saishf_-_Neural-SOVLish-Devil-8B-L3-gguf/blob/main/Neural-SOVLish-Devil-8B-L3.Q4_1.gguf) | Q4_1 | 4.78GB |
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| [Neural-SOVLish-Devil-8B-L3.Q5_0.gguf](https://huggingface.co/RichardErkhov/saishf_-_Neural-SOVLish-Devil-8B-L3-gguf/blob/main/Neural-SOVLish-Devil-8B-L3.Q5_0.gguf) | Q5_0 | 5.21GB |
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| [Neural-SOVLish-Devil-8B-L3.Q5_K_S.gguf](https://huggingface.co/RichardErkhov/saishf_-_Neural-SOVLish-Devil-8B-L3-gguf/blob/main/Neural-SOVLish-Devil-8B-L3.Q5_K_S.gguf) | Q5_K_S | 5.21GB |
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| [Neural-SOVLish-Devil-8B-L3.Q5_K.gguf](https://huggingface.co/RichardErkhov/saishf_-_Neural-SOVLish-Devil-8B-L3-gguf/blob/main/Neural-SOVLish-Devil-8B-L3.Q5_K.gguf) | Q5_K | 5.34GB |
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| [Neural-SOVLish-Devil-8B-L3.Q5_K_M.gguf](https://huggingface.co/RichardErkhov/saishf_-_Neural-SOVLish-Devil-8B-L3-gguf/blob/main/Neural-SOVLish-Devil-8B-L3.Q5_K_M.gguf) | Q5_K_M | 5.34GB |
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| [Neural-SOVLish-Devil-8B-L3.Q5_1.gguf](https://huggingface.co/RichardErkhov/saishf_-_Neural-SOVLish-Devil-8B-L3-gguf/blob/main/Neural-SOVLish-Devil-8B-L3.Q5_1.gguf) | Q5_1 | 5.65GB |
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| [Neural-SOVLish-Devil-8B-L3.Q6_K.gguf](https://huggingface.co/RichardErkhov/saishf_-_Neural-SOVLish-Devil-8B-L3-gguf/blob/main/Neural-SOVLish-Devil-8B-L3.Q6_K.gguf) | Q6_K | 6.14GB |
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| [Neural-SOVLish-Devil-8B-L3.Q8_0.gguf](https://huggingface.co/RichardErkhov/saishf_-_Neural-SOVLish-Devil-8B-L3-gguf/blob/main/Neural-SOVLish-Devil-8B-L3.Q8_0.gguf) | Q8_0 | 7.95GB |
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Original model description:
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---
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license: cc-by-nc-4.0
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library_name: transformers
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tags:
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- mergekit
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- merge
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base_model:
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- mlabonne/NeuralDaredevil-8B-abliterated
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- ResplendentAI/BlueMoon_Llama3
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- mlabonne/NeuralDaredevil-8B-abliterated
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- ResplendentAI/Smarts_Llama3
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- mlabonne/NeuralDaredevil-8B-abliterated
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- ResplendentAI/Luna_Llama3
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- mlabonne/NeuralDaredevil-8B-abliterated
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- ResplendentAI/Aura_Llama3
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- mlabonne/NeuralDaredevil-8B-abliterated
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- ResplendentAI/RP_Format_QuoteAsterisk_Llama3
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- mlabonne/NeuralDaredevil-8B-abliterated
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model-index:
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- name: Neural-SOVLish-Devil-8B-L3
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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: 69.11
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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=saishf/Neural-SOVLish-Devil-8B-L3
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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: 84.77
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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=saishf/Neural-SOVLish-Devil-8B-L3
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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: 69.02
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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=saishf/Neural-SOVLish-Devil-8B-L3
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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: 59.05
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=saishf/Neural-SOVLish-Devil-8B-L3
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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: 78.3
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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=saishf/Neural-SOVLish-Devil-8B-L3
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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: 73.09
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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=saishf/Neural-SOVLish-Devil-8B-L3
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name: Open LLM Leaderboard
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---
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# merge
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This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
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## Merge Details
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This is another "SOVL" style merge, this time using [mlabonne/NeuralDaredevil-8B-abliterated](https://huggingface.co/mlabonne/NeuralDaredevil-8B-abliterated).
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Daredevil is the first abliterated model series i've tried that feels as smart as base llama-3-instruct while also being willing to give instructions to do all kinda of illegal things
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Neural daredevil is trained further on the original abliterated model, which should result in a better experience in most scenarios. (A bandaid for the damage abliteration causes)
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This model should do well in rp, I'm yet to test it (waiting for gguf files @_@)
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### Merge Method
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This model was merged using the [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [mlabonne/NeuralDaredevil-8B-abliterated](https://huggingface.co/mlabonne/NeuralDaredevil-8B-abliterated) as a base.
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### Models Merged
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The following models were included in the merge:
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* [mlabonne/NeuralDaredevil-8B-abliterated](https://huggingface.co/mlabonne/NeuralDaredevil-8B-abliterated) + [ResplendentAI/BlueMoon_Llama3](https://huggingface.co/ResplendentAI/BlueMoon_Llama3)
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* [mlabonne/NeuralDaredevil-8B-abliterated](https://huggingface.co/mlabonne/NeuralDaredevil-8B-abliterated) + [ResplendentAI/Smarts_Llama3](https://huggingface.co/ResplendentAI/Smarts_Llama3)
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* [mlabonne/NeuralDaredevil-8B-abliterated](https://huggingface.co/mlabonne/NeuralDaredevil-8B-abliterated) + [ResplendentAI/Luna_Llama3](https://huggingface.co/ResplendentAI/Luna_Llama3)
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* [mlabonne/NeuralDaredevil-8B-abliterated](https://huggingface.co/mlabonne/NeuralDaredevil-8B-abliterated) + [ResplendentAI/Aura_Llama3](https://huggingface.co/ResplendentAI/Aura_Llama3)
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* [mlabonne/NeuralDaredevil-8B-abliterated](https://huggingface.co/mlabonne/NeuralDaredevil-8B-abliterated) + [ResplendentAI/RP_Format_QuoteAsterisk_Llama3](https://huggingface.co/ResplendentAI/RP_Format_QuoteAsterisk_Llama3)
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### Configuration
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The following YAML configuration was used to produce this model:
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```yaml
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models:
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- model: mlabonne/NeuralDaredevil-8B-abliterated+ResplendentAI/Aura_Llama3
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- model: mlabonne/NeuralDaredevil-8B-abliterated+ResplendentAI/Smarts_Llama3
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- model: mlabonne/NeuralDaredevil-8B-abliterated+ResplendentAI/Luna_Llama3
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- model: mlabonne/NeuralDaredevil-8B-abliterated+ResplendentAI/BlueMoon_Llama3
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- model: mlabonne/NeuralDaredevil-8B-abliterated+ResplendentAI/RP_Format_QuoteAsterisk_Llama3
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merge_method: model_stock
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base_model: mlabonne/NeuralDaredevil-8B-abliterated
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dtype: bfloat16
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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_saishf__Neural-SOVLish-Devil-8B-L3)
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| Metric |Value|
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|---------------------------------|----:|
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|Avg. |72.22|
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|AI2 Reasoning Challenge (25-Shot)|69.11|
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|HellaSwag (10-Shot) |84.77|
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|MMLU (5-Shot) |69.02|
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|TruthfulQA (0-shot) |59.05|
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|Winogrande (5-shot) |78.30|
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|GSM8k (5-shot) |73.09|
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