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Chunky-Lemon-Cookie.png ADDED
README.md ADDED
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+ ---
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+ license: cc-by-4.0
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+ language:
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+ - en
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+ base_model:
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+ - mistralai/Mistral-7B-v0.1
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+ - SanjiWatsuki/Kunoichi-7B
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+ - SanjiWatsuki/Silicon-Maid-7B
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+ - KatyTheCutie/LemonadeRP-4.5.3
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+ - Sao10K/Fimbulvetr-11B-v2
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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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+ - mistral
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+ - text-generation
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+ - roleplay
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+ model-index:
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+ - name: Smart-Lemon-Cookie-7B
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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: 69.62
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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=FallenMerick/Chunky-Lemon-Cookie-11B
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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: 86.55
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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=FallenMerick/Chunky-Lemon-Cookie-11B
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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: 65.35
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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=FallenMerick/Chunky-Lemon-Cookie-11B
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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: 61.59
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+ source:
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+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=FallenMerick/Chunky-Lemon-Cookie-11B
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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: 79.79
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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=FallenMerick/Chunky-Lemon-Cookie-11B
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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: 58.45
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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=FallenMerick/Chunky-Lemon-Cookie-11B
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+ name: Open LLM Leaderboard
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+ ---
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+
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+ ![cute](https://huggingface.co/FallenMerick/Chunky-Lemon-Cookie-11B/resolve/main/Chunky-Lemon-Cookie.png)
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+
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+ # Chunky-Lemon-Cookie-11B
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+
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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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+
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+ GGUF quants:
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+ * https://huggingface.co/backyardai/Chunky-Lemon-Cookie-11B-GGUF
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+ * https://huggingface.co/mradermacher/Chunky-Lemon-Cookie-11B-GGUF
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+
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+ ## Merge Details
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+ ### Merge Method
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+
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+ This model was merged using the following methods:
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+ * passthrough
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+ * [task arithmetic](https://arxiv.org/abs/2212.04089)
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+
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+ ### Models Merged
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+
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+ The following models were included in the merge:
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+ * [SanjiWatsuki/Kunoichi-7B](https://huggingface.co/SanjiWatsuki/Kunoichi-7B)
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+ * [SanjiWatsuki/Silicon-Maid-7B](https://huggingface.co/SanjiWatsuki/Silicon-Maid-7B)
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+ * [KatyTheCutie/LemonadeRP-4.5.3](https://huggingface.co/KatyTheCutie/LemonadeRP-4.5.3)
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+ * [Sao10K/Fimbulvetr-11B-v2](https://huggingface.co/Sao10K/Fimbulvetr-11B-v2)
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+ * [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1)
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+
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+ ### Configuration
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+
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+ The following YAML configurations were used to produce this model:
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+
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+ ```yaml
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+ slices:
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+ - sources:
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+ - model: mistralai/Mistral-7B-v0.1
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+ layer_range: [0, 24]
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+ - sources:
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+ - model: mistralai/Mistral-7B-v0.1
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+ layer_range: [8, 32]
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+ merge_method: passthrough
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+ dtype: float16
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+ name: Mistral-11B
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+
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+ ---
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+
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+ slices:
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+ - sources:
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+ - model: SanjiWatsuki/Kunoichi-7B
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+ layer_range: [0, 24]
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+ - sources:
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+ - model: SanjiWatsuki/Silicon-Maid-7B
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+ layer_range: [8, 24]
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+ - sources:
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+ - model: KatyTheCutie/LemonadeRP-4.5.3
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+ layer_range: [24, 32]
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+ merge_method: passthrough
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+ dtype: float16
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+ name: Big-Lemon-Cookie-11B
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+
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+ ---
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+
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+ models:
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+ - model: Big-Lemon-Cookie-11B
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+ parameters:
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+ weight: 0.85
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+ - model: Sao10K/Fimbulvetr-11B-v2
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+ parameters:
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+ weight: 0.15
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+ merge_method: task_arithmetic
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+ base_model: Mistral-11B
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+ dtype: float16
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+ name: Chunky-Lemon-Cookie-11B
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+ ```
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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_FallenMerick__Chunky-Lemon-Cookie-11B)
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+
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+ | Metric |Value|
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+ |---------------------------------|----:|
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+ |Avg. |70.23|
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+ |AI2 Reasoning Challenge (25-Shot)|69.62|
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+ |HellaSwag (10-Shot) |86.55|
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+ |MMLU (5-Shot) |65.35|
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+ |TruthfulQA (0-shot) |61.59|
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+ |Winogrande (5-shot) |79.79|
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+ |GSM8k (5-shot) |58.45|
config.json ADDED
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+ {
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+ "_name_or_path": "Chunky-Lemon-Cookie-11B",
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+ "architectures": [
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+ "MistralForCausalLM"
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+ ],
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+ "attention_dropout": 0.0,
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+ "bos_token_id": 1,
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+ "eos_token_id": 2,
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+ "hidden_act": "silu",
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+ "hidden_size": 4096,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 14336,
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+ "max_position_embeddings": 32768,
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+ "model_type": "mistral",
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+ "num_attention_heads": 32,
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+ "num_hidden_layers": 48,
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+ "num_key_value_heads": 8,
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+ "rms_norm_eps": 1e-05,
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+ "rope_theta": 10000.0,
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+ "sliding_window": 4096,
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+ "tie_word_embeddings": false,
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+ "torch_dtype": "float16",
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+ "transformers_version": "4.40.1",
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+ "use_cache": true,
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+ "vocab_size": 32000,
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+ "quantization_config": {
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+ "quant_method": "exl2",
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+ "version": "0.1.3",
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+ "bits": 2.2,
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+ "head_bits": 6,
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+ "calibration": {
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+ "rows": 100,
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+ "length": 2048,
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+ "dataset": "(default)"
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+ }
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+ }
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+ }
mergekit_config.yml ADDED
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+ slices:
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+ - sources:
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+ - model: mistralai/Mistral-7B-v0.1
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+ layer_range: [0, 24]
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+ - sources:
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+ - model: mistralai/Mistral-7B-v0.1
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+ layer_range: [8, 32]
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+ merge_method: passthrough
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+ dtype: float16
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+ name: Mistral-11B
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+
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+ ---
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+
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+ slices:
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+ - sources:
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+ - model: SanjiWatsuki/Kunoichi-7B
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+ layer_range: [0, 24]
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+ - sources:
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+ - model: SanjiWatsuki/Silicon-Maid-7B
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+ layer_range: [8, 24]
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+ - sources:
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+ - model: KatyTheCutie/LemonadeRP-4.5.3
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+ layer_range: [24, 32]
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+ merge_method: passthrough
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+ dtype: float16
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+ name: Big-Lemon-Cookie-11B
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+
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+ ---
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+
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+ models:
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+ - model: Big-Lemon-Cookie-11B
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+ parameters:
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+ weight: 0.85
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+ - model: Sao10K/Fimbulvetr-11B-v2
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+ parameters:
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+ weight: 0.15
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+ merge_method: task_arithmetic
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+ base_model: Mistral-11B
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+ dtype: float16
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+ name: Chunky-Lemon-Cookie-11B
model.safetensors.index.json ADDED
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