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README.md

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+---
+license: cc-by-4.0
+language:
+- en
+base_model:
+- mistralai/Mistral-7B-v0.1
+- SanjiWatsuki/Kunoichi-7B
+- SanjiWatsuki/Silicon-Maid-7B
+- KatyTheCutie/LemonadeRP-4.5.3
+- Sao10K/Fimbulvetr-11B-v2
+library_name: transformers
+tags:
+- mergekit
+- merge
+- mistral
+- text-generation
+- roleplay
+model-index:
+- name: Smart-Lemon-Cookie-7B
+  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: 69.62
+      name: normalized accuracy
+    source:
+      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=FallenMerick/Chunky-Lemon-Cookie-11B
+      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: 86.55
+      name: normalized accuracy
+    source:
+      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=FallenMerick/Chunky-Lemon-Cookie-11B
+      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: 65.35
+      name: accuracy
+    source:
+      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=FallenMerick/Chunky-Lemon-Cookie-11B
+      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: 61.59
+    source:
+      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=FallenMerick/Chunky-Lemon-Cookie-11B
+      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: 79.79
+      name: accuracy
+    source:
+      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=FallenMerick/Chunky-Lemon-Cookie-11B
+      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: 58.45
+      name: accuracy
+    source:
+      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=FallenMerick/Chunky-Lemon-Cookie-11B
+      name: Open LLM Leaderboard
+---
+
+![cute](https://huggingface.co/FallenMerick/Chunky-Lemon-Cookie-11B/resolve/main/Chunky-Lemon-Cookie.png)
+
+# Chunky-Lemon-Cookie-11B
+
+This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
+
+GGUF quants:
+* https://huggingface.co/backyardai/Chunky-Lemon-Cookie-11B-GGUF
+* https://huggingface.co/mradermacher/Chunky-Lemon-Cookie-11B-GGUF
+
+## Merge Details
+### Merge Method
+
+This model was merged using the following methods:
+* passthrough
+* [task arithmetic](https://arxiv.org/abs/2212.04089)
+
+### Models Merged
+
+The following models were included in the merge:
+* [SanjiWatsuki/Kunoichi-7B](https://huggingface.co/SanjiWatsuki/Kunoichi-7B)
+* [SanjiWatsuki/Silicon-Maid-7B](https://huggingface.co/SanjiWatsuki/Silicon-Maid-7B)
+* [KatyTheCutie/LemonadeRP-4.5.3](https://huggingface.co/KatyTheCutie/LemonadeRP-4.5.3)
+* [Sao10K/Fimbulvetr-11B-v2](https://huggingface.co/Sao10K/Fimbulvetr-11B-v2)
+* [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1)
+
+### Configuration
+
+The following YAML configurations were used to produce this model:
+
+```yaml
+slices:
+  - sources:
+    - model: mistralai/Mistral-7B-v0.1
+      layer_range: [0, 24]
+  - sources:
+    - model: mistralai/Mistral-7B-v0.1
+      layer_range: [8, 32]
+merge_method: passthrough
+dtype: float16
+name: Mistral-11B
+
+---
+
+slices:
+  - sources:
+    - model: SanjiWatsuki/Kunoichi-7B
+      layer_range: [0, 24]
+  - sources:
+    - model: SanjiWatsuki/Silicon-Maid-7B
+      layer_range: [8, 24]
+  - sources:
+    - model: KatyTheCutie/LemonadeRP-4.5.3
+      layer_range: [24, 32]
+merge_method: passthrough
+dtype: float16
+name: Big-Lemon-Cookie-11B
+
+---
+
+models:
+  - model: Big-Lemon-Cookie-11B
+    parameters:
+      weight: 0.85
+  - model: Sao10K/Fimbulvetr-11B-v2
+    parameters:
+      weight: 0.15
+merge_method: task_arithmetic
+base_model: Mistral-11B
+dtype: float16
+name: Chunky-Lemon-Cookie-11B
+```
+
+# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
+Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_FallenMerick__Chunky-Lemon-Cookie-11B)
+
+|             Metric              |Value|
+|---------------------------------|----:|
+|Avg.                             |70.23|
+|AI2 Reasoning Challenge (25-Shot)|69.62|
+|HellaSwag (10-Shot)              |86.55|
+|MMLU (5-Shot)                    |65.35|
+|TruthfulQA (0-shot)              |61.59|
+|Winogrande (5-shot)              |79.79|
+|GSM8k (5-shot)                   |58.45|

config.json

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+{
+    "_name_or_path": "Chunky-Lemon-Cookie-11B",
+    "architectures": [
+        "MistralForCausalLM"
+    ],
+    "attention_dropout": 0.0,
+    "bos_token_id": 1,
+    "eos_token_id": 2,
+    "hidden_act": "silu",
+    "hidden_size": 4096,
+    "initializer_range": 0.02,
+    "intermediate_size": 14336,
+    "max_position_embeddings": 32768,
+    "model_type": "mistral",
+    "num_attention_heads": 32,
+    "num_hidden_layers": 48,
+    "num_key_value_heads": 8,
+    "rms_norm_eps": 1e-05,
+    "rope_theta": 10000.0,
+    "sliding_window": 4096,
+    "tie_word_embeddings": false,
+    "torch_dtype": "float16",
+    "transformers_version": "4.40.1",
+    "use_cache": true,
+    "vocab_size": 32000,
+    "quantization_config": {
+        "quant_method": "exl2",
+        "version": "0.1.3",
+        "bits": 3.0,
+        "head_bits": 6,
+        "calibration": {
+            "rows": 100,
+            "length": 2048,
+            "dataset": "(default)"
+        }
+    }
+}

mergekit_config.yml

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+slices:
+  - sources:
+    - model: mistralai/Mistral-7B-v0.1
+      layer_range: [0, 24]
+  - sources:
+    - model: mistralai/Mistral-7B-v0.1
+      layer_range: [8, 32]
+merge_method: passthrough
+dtype: float16
+name: Mistral-11B
+
+---
+
+slices:
+  - sources:
+    - model: SanjiWatsuki/Kunoichi-7B
+      layer_range: [0, 24]
+  - sources:
+    - model: SanjiWatsuki/Silicon-Maid-7B
+      layer_range: [8, 24]
+  - sources:
+    - model: KatyTheCutie/LemonadeRP-4.5.3
+      layer_range: [24, 32]
+merge_method: passthrough
+dtype: float16
+name: Big-Lemon-Cookie-11B
+
+---
+
+models:
+  - model: Big-Lemon-Cookie-11B
+    parameters:
+      weight: 0.85
+  - model: Sao10K/Fimbulvetr-11B-v2
+    parameters:
+      weight: 0.15
+merge_method: task_arithmetic
+base_model: Mistral-11B
+dtype: float16
+name: Chunky-Lemon-Cookie-11B

model.safetensors.index.json

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