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README.md

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+
+---
+
+license: llama3
+library_name: transformers
+tags:
+- mergekit
+- merge
+base_model:
+- flammenai/Mahou-1.2-llama3-8B
+- lemon07r/Llama-3-RedMagic2-8B
+- lemon07r/Lllama-3-RedElixir-8B
+- NousResearch/Meta-Llama-3-8B
+- nbeerbower/llama-3-spicy-abliterated-stella-8B
+model-index:
+- name: Llama-3-RedMagic4-8B
+  results:
+  - task:
+      type: text-generation
+      name: Text Generation
+    dataset:
+      name: IFEval (0-Shot)
+      type: HuggingFaceH4/ifeval
+      args:
+        num_few_shot: 0
+    metrics:
+    - type: inst_level_strict_acc and prompt_level_strict_acc
+      value: 48.64
+      name: strict accuracy
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=lemon07r/Llama-3-RedMagic4-8B
+      name: Open LLM Leaderboard
+  - task:
+      type: text-generation
+      name: Text Generation
+    dataset:
+      name: BBH (3-Shot)
+      type: BBH
+      args:
+        num_few_shot: 3
+    metrics:
+    - type: acc_norm
+      value: 19.48
+      name: normalized accuracy
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=lemon07r/Llama-3-RedMagic4-8B
+      name: Open LLM Leaderboard
+  - task:
+      type: text-generation
+      name: Text Generation
+    dataset:
+      name: MATH Lvl 5 (4-Shot)
+      type: hendrycks/competition_math
+      args:
+        num_few_shot: 4
+    metrics:
+    - type: exact_match
+      value: 8.31
+      name: exact match
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=lemon07r/Llama-3-RedMagic4-8B
+      name: Open LLM Leaderboard
+  - task:
+      type: text-generation
+      name: Text Generation
+    dataset:
+      name: GPQA (0-shot)
+      type: Idavidrein/gpqa
+      args:
+        num_few_shot: 0
+    metrics:
+    - type: acc_norm
+      value: 5.37
+      name: acc_norm
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=lemon07r/Llama-3-RedMagic4-8B
+      name: Open LLM Leaderboard
+  - task:
+      type: text-generation
+      name: Text Generation
+    dataset:
+      name: MuSR (0-shot)
+      type: TAUR-Lab/MuSR
+      args:
+        num_few_shot: 0
+    metrics:
+    - type: acc_norm
+      value: 4.38
+      name: acc_norm
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=lemon07r/Llama-3-RedMagic4-8B
+      name: Open LLM Leaderboard
+  - task:
+      type: text-generation
+      name: Text Generation
+    dataset:
+      name: MMLU-PRO (5-shot)
+      type: TIGER-Lab/MMLU-Pro
+      config: main
+      split: test
+      args:
+        num_few_shot: 5
+    metrics:
+    - type: acc
+      value: 29.73
+      name: accuracy
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=lemon07r/Llama-3-RedMagic4-8B
+      name: Open LLM Leaderboard
+
+---
+
+![](https://lh7-rt.googleusercontent.com/docsz/AD_4nXeiuCm7c8lEwEJuRey9kiVZsRn2W-b4pWlu3-X534V3YmVuVc2ZL-NXg2RkzSOOS2JXGHutDuyyNAUtdJI65jGTo8jT9Y99tMi4H4MqL44Uc5QKG77B0d6-JfIkZHFaUA71-RtjyYZWVIhqsNZcx8-OMaA?key=xt3VSDoCbmTY7o-cwwOFwQ)
+
+# QuantFactory/Llama-3-RedMagic4-8B-GGUF
+This is quantized version of [lemon07r/Llama-3-RedMagic4-8B](https://huggingface.co/lemon07r/Llama-3-RedMagic4-8B) created using llama.cpp
+
+# Original Model Card
+
+# Llama-3-RedMagic4-8B
+
+This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
+
+## Merge Details
+### Merge Method
+
+This model was merged using the [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [NousResearch/Meta-Llama-3-8B](https://huggingface.co/NousResearch/Meta-Llama-3-8B) as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* [flammenai/Mahou-1.2-llama3-8B](https://huggingface.co/flammenai/Mahou-1.2-llama3-8B)
+* [lemon07r/Llama-3-RedMagic2-8B](https://huggingface.co/lemon07r/Llama-3-RedMagic2-8B)
+* [lemon07r/Lllama-3-RedElixir-8B](https://huggingface.co/lemon07r/Lllama-3-RedElixir-8B)
+* [nbeerbower/llama-3-spicy-abliterated-stella-8B](https://huggingface.co/nbeerbower/llama-3-spicy-abliterated-stella-8B)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+base_model: NousResearch/Meta-Llama-3-8B
+dtype: bfloat16
+merge_method: model_stock
+slices:
+- sources:
+  - layer_range: [0, 32]
+    model: lemon07r/Llama-3-RedMagic2-8B
+  - layer_range: [0, 32]
+    model: lemon07r/Lllama-3-RedElixir-8B
+  - layer_range: [0, 32]
+    model: nbeerbower/llama-3-spicy-abliterated-stella-8B
+  - layer_range: [0, 32]
+    model: flammenai/Mahou-1.2-llama3-8B
+  - layer_range: [0, 32]
+    model: NousResearch/Meta-Llama-3-8B
+```
+# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard)
+Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_lemon07r__Llama-3-RedMagic4-8B)
+
+|      Metric       |Value|
+|-------------------|----:|
+|Avg.               |19.32|
+|IFEval (0-Shot)    |48.64|
+|BBH (3-Shot)       |19.48|
+|MATH Lvl 5 (4-Shot)| 8.31|
+|GPQA (0-shot)      | 5.37|
+|MuSR (0-shot)      | 4.38|
+|MMLU-PRO (5-shot)  |29.73|
+
+