uukuguy_-_speechless-mistral-hermes-code-7b-gguf

Quantization made by Richard Erkhov.

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speechless-mistral-hermes-code-7b - GGUF

• Model creator: https://huggingface.co/uukuguy/
• Original model: https://huggingface.co/uukuguy/speechless-mistral-hermes-code-7b/

Original model description:

language:

• en library_name: transformers pipeline_tag: text-generation datasets:
• teknium/OpenHermes-2.5
• TokenBender/python_eval_instruct_51k
• codefuse-ai/Evol-instruction-66k tags:
• code license: apache-2.0 model-index:
• name: SpeechlessCoder results:
  • task: type: text-generation dataset: type: openai_humaneval name: HumanEval metrics:
    • name: pass@1 type: pass@1 value: 0.0 verified: false

---

<p><h1> speechless-mistral-hermes-code-7b </h1></p>

Code: https://github.com/uukuguy/speechless

Use the following dataset to fine-tune mistralai/Mistral-7B-v0.1 in order to improve the model's reasoning and planning abilities.

Total 986k samples.

• teknium/OpenHermes-2.5
• TokenBender/python_eval_instruct_51k
• Spider
• codefuse-ai/Evol-instruction-66k

How to Prompt the Model

This model accepts the Alpaca instruction format.

For example:

You are an intelligent programming assistant.

### Instruction:
Implement a linked list in C++

### Response:

HumanEval

lm-evaluation-harness

{'ARC (acc_norm)': ,
'HellaSwag (acc_norm)': ,
'MMLU (acc)': ,
'TruthfulQA (mc2)': ,
'Winoground (acc)': ,
'GSM8K (acc)': ,
'DROP (f1)': ,
'Open LLM Score': }

Open LLM Leaderboard Evaluation Results

Detailed results can be found here