RichardErkhov/ResplendentAI_-_Flora_7B-gguf

Quantization made by Richard Erkhov.

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Flora_7B - GGUF

• —Model creator: https://huggingface.co/ResplendentAI/
• —Original model: https://huggingface.co/ResplendentAI/Flora_7B/

Original model description: --- language:

• —en license: cc-by-sa-4.0 library_name: transformers tags:
• —finetune base_model:
• —jeiku/FloraBase
• —jeiku/SyntheticSoul1kMistral128 datasets:
• —ResplendentAI/SyntheticSoul1k model-index:
• —name: Flora_7B results:
• —task: type: text-generation name: Text Generation dataset: name: AI2 Reasoning Challenge (25-Shot) type: ai2arc config: ARC-Challenge split: test args: numfew_shot: 25 metrics:
• —type: accnorm value: 72.1 name: normalized accuracy source: url: https://huggingface.co/spaces/HuggingFaceH4/openllmleaderboard?query=ResplendentAI/Flora7B name: Open LLM Leaderboard
• —task: type: text-generation name: Text Generation dataset: name: HellaSwag (10-Shot) type: hellaswag split: validation args: numfewshot: 10 metrics:
• —type: accnorm value: 88.31 name: normalized accuracy source: url: https://huggingface.co/spaces/HuggingFaceH4/openllmleaderboard?query=ResplendentAI/Flora7B name: Open LLM Leaderboard
• —task: type: text-generation name: Text Generation dataset: name: MMLU (5-Shot) type: cais/mmlu config: all split: test args: numfewshot: 5 metrics:
• —type: acc value: 64.16 name: accuracy source: url: https://huggingface.co/spaces/HuggingFaceH4/openllmleaderboard?query=ResplendentAI/Flora_7B name: Open LLM Leaderboard
• —task: type: text-generation name: Text Generation dataset: name: TruthfulQA (0-shot) type: truthfulqa config: multiplechoice split: validation args: numfewshot: 0 metrics:
• —type: mc2 value: 71.19 source: url: https://huggingface.co/spaces/HuggingFaceH4/openllmleaderboard?query=ResplendentAI/Flora_7B name: Open LLM Leaderboard
• —task: type: text-generation name: Text Generation dataset: name: Winogrande (5-shot) type: winogrande config: winograndexl split: validation args: numfew_shot: 5 metrics:
• —type: acc value: 84.45 name: accuracy source: url: https://huggingface.co/spaces/HuggingFaceH4/openllmleaderboard?query=ResplendentAI/Flora_7B name: Open LLM Leaderboard
• —task: type: text-generation name: Text Generation dataset: name: GSM8k (5-shot) type: gsm8k config: main split: test args: numfewshot: 5 metrics:
• —type: acc value: 65.35 name: accuracy source: url: https://huggingface.co/spaces/HuggingFaceH4/openllmleaderboard?query=ResplendentAI/Flora_7B name: Open LLM Leaderboard ---

Flora

Quants available here:

https://huggingface.co/bartowski/Flora_7B-GGUF

https://huggingface.co/bartowski/Flora_7B-exl2

https://huggingface.co/solidrust/Flora-7B-AWQ

Configuration

The following YAML configuration was used to produce this model:

merge_method: linear
models:
  - model: jeiku/FloraBase+jeiku/Synthetic_Soul_1k_Mistral_128
    parameters:
      weight: 1       
dtype: float16

Open LLM Leaderboard Evaluation Results

Detailed results can be found here