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README.md

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+
+---
+
+library_name: transformers
+tags:
+- mergekit
+- merge
+base_model:
+- hf-100/Llama-3-Spellbound-Instruct-8B-0.3
+- unsloth/Meta-Llama-3.1-8B
+- arcee-ai/Llama-3.1-SuperNova-Lite
+- grimjim/Llama-3-Instruct-abliteration-LoRA-8B
+- THUDM/LongWriter-llama3.1-8b
+- ResplendentAI/Smarts_Llama3
+- djuna/L3.1-Suze-Vume-2-calc
+- djuna/L3.1-ForStHS
+- Blackroot/Llama-3-8B-Abomination-LORA
+model-index:
+- name: L3.1-Purosani-2-8B
+  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: 49.88
+      name: strict accuracy
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=djuna/L3.1-Purosani-2-8B
+      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: 31.39
+      name: normalized accuracy
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=djuna/L3.1-Purosani-2-8B
+      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: 10.12
+      name: exact match
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=djuna/L3.1-Purosani-2-8B
+      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: 6.82
+      name: acc_norm
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=djuna/L3.1-Purosani-2-8B
+      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: 8.3
+      name: acc_norm
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=djuna/L3.1-Purosani-2-8B
+      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: 30.57
+      name: accuracy
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=djuna/L3.1-Purosani-2-8B
+      name: Open LLM Leaderboard
+
+---
+
+[![QuantFactory Banner](https://lh7-rt.googleusercontent.com/docsz/AD_4nXeiuCm7c8lEwEJuRey9kiVZsRn2W-b4pWlu3-X534V3YmVuVc2ZL-NXg2RkzSOOS2JXGHutDuyyNAUtdJI65jGTo8jT9Y99tMi4H4MqL44Uc5QKG77B0d6-JfIkZHFaUA71-RtjyYZWVIhqsNZcx8-OMaA?key=xt3VSDoCbmTY7o-cwwOFwQ)](https://hf.co/QuantFactory)
+
+
+# QuantFactory/L3.1-Purosani-2-8B-GGUF
+This is quantized version of [djuna/L3.1-Purosani-2-8B](https://huggingface.co/djuna/L3.1-Purosani-2-8B) created using llama.cpp
+
+# Original Model Card
+
+# merge
+
+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 della_linear merge method using [unsloth/Meta-Llama-3.1-8B](https://huggingface.co/unsloth/Meta-Llama-3.1-8B) as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* [hf-100/Llama-3-Spellbound-Instruct-8B-0.3](https://huggingface.co/hf-100/Llama-3-Spellbound-Instruct-8B-0.3)
+* [arcee-ai/Llama-3.1-SuperNova-Lite](https://huggingface.co/arcee-ai/Llama-3.1-SuperNova-Lite) + [grimjim/Llama-3-Instruct-abliteration-LoRA-8B](https://huggingface.co/grimjim/Llama-3-Instruct-abliteration-LoRA-8B)
+* [THUDM/LongWriter-llama3.1-8b](https://huggingface.co/THUDM/LongWriter-llama3.1-8b) + [ResplendentAI/Smarts_Llama3](https://huggingface.co/ResplendentAI/Smarts_Llama3)
+* [djuna/L3.1-Suze-Vume-2-calc](https://huggingface.co/djuna/L3.1-Suze-Vume-2-calc)
+* [djuna/L3.1-ForStHS](https://huggingface.co/djuna/L3.1-ForStHS) + [Blackroot/Llama-3-8B-Abomination-LORA](https://huggingface.co/Blackroot/Llama-3-8B-Abomination-LORA)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+merge_method: della_linear
+dtype: bfloat16
+parameters:
+  epsilon: 0.1
+  lambda: 1.0
+  int8_mask: true
+  normalize: true
+base_model: unsloth/Meta-Llama-3.1-8B
+models:
+  - model: arcee-ai/Llama-3.1-SuperNova-Lite+grimjim/Llama-3-Instruct-abliteration-LoRA-8B
+    parameters:
+      weight: 1
+      density: 0.5
+  - model: hf-100/Llama-3-Spellbound-Instruct-8B-0.3
+    parameters:
+      weight: 1
+      density: 0.45
+  - model: djuna/L3.1-Suze-Vume-2-calc
+    parameters:
+      weight: 1
+      density: 0.45
+  - model: THUDM/LongWriter-llama3.1-8b+ResplendentAI/Smarts_Llama3
+    parameters:
+      weight: 1
+      density: 0.55
+  - model: djuna/L3.1-ForStHS+Blackroot/Llama-3-8B-Abomination-LORA
+    parameters:
+      weight: 1
+      density: 0.5
+
+```
+
+# [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_djuna__L3.1-Purosani-2-8B)
+
+|      Metric       |Value|
+|-------------------|----:|
+|Avg.               |22.85|
+|IFEval (0-Shot)    |49.88|
+|BBH (3-Shot)       |31.39|
+|MATH Lvl 5 (4-Shot)|10.12|
+|GPQA (0-shot)      | 6.82|
+|MuSR (0-shot)      | 8.30|
+|MMLU-PRO (5-shot)  |30.57|
+
+