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Zephyr 7B Beta Lora by typeof

 ยป  All LLMs  ยป  typeof  ยป  Zephyr 7B Beta Lora   URL Share it on

  4555   
  Arxiv:2106.09685   Arxiv:2305.14314   Arxiv:2305.18290   Arxiv:2310.16944   Adapter Base model:adapter:mistralai/m... Base model:mistralai/mistral-7...   En   Finetuned   Lora   Peft   Region:us   Safetensors   δ
Model Card on HF ๐Ÿค—: https://huggingface.co/typeof/zephyr-7b-beta-lora 

Zephyr 7B Beta Lora Benchmarks

LLME Score: 0.17738
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Zephyr 7B Beta Lora (typeof/zephyr-7b-beta-lora)

Zephyr 7B Beta Lora Parameters and Internals

Model Type 
text-generation
Additional Notes 
Zephyr-7B-ฮฒ is a fine-tuned version of Mistral-7B-v0.1 using LoRA.
Supported Languages 
en (High)
Input Output 
Input Format:
json-like structure for chat messages
Accepted Modalities:
text
Output Format:
generated text with pirate style as per prompt
Performance Tips:
Utilize control tokens like temperature, top_k, and top_p for better outputs.
LLM NameZephyr 7B Beta Lora
Repository ๐Ÿค—https://huggingface.co/typeof/zephyr-7b-beta-lora 
Base Model(s)  mistralai/Mistral-7B-v0.1   mistralai/Mistral-7B-v0.1
Model Size7b
Required VRAM0.3 GB
Updated2025-02-22
Maintainertypeof
Model Files  0.3 GB
Supported Languagesen
Model ArchitectureAdapter
Is Biasednone
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesup_proj|v_proj|o_proj|q_proj|k_proj|down_proj|gate_proj
LoRA Alpha16
LoRA Dropout0.05
R Param64

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Note: green Score (e.g. "73.2") means that the model is better than typeof/zephyr-7b-beta-lora.

Rank the Zephyr 7B Beta Lora Capabilities

๐Ÿ†˜ Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! ๐ŸŒŸ

Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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