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Llama Summarizer 2 7B Chat Bnb 4bit by Labagaite

 »  All LLMs  »  Labagaite  »  Llama Summarizer 2 7B Chat Bnb 4bit   URL Share it on

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  4-bit   4bit   Autotrain compatible Base model:quantized:unsloth/l... Base model:unsloth/llama-2-7b-...   Bitsandbytes   Conversational   Endpoints compatible   Fr   Llama   Quantized   Region:us   Safetensors   Summarizer   Unsloth
Model Card on HF 🤗: https://huggingface.co/Labagaite/llama-Summarizer-2-7b-chat-bnb-4bit 

Llama Summarizer 2 7B Chat Bnb 4bit Benchmarks

LLME Score: 0.15009
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama Summarizer 2 7B Chat Bnb 4bit (Labagaite/llama-Summarizer-2-7b-chat-bnb-4bit)
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Llama Summarizer 2 7B Chat Bnb 4bit Parameters and Internals

Model Type 
text-generation-inference, summarizer
Use Cases 
Areas:
Research, Commercial Applications
Applications:
AI Application, Automation of transcribing and summarizing meetings
Primary Use Cases:
Summarizing French audio podcast transcription data
Limitations:
Best ROUGE-1 score of 0.0078, so summrization may be imperfect
Considerations:
The model was optimized for fast training.
Additional Notes 
Uses the LLM summarizer trainer for optimization.
Supported Languages 
French (Native)
Training Details 
Data Sources:
fr-summarizer-dataset
Data Volume:
7.65 MB
Methodology:
Fine-tuning on French audio podcast transcription data
Hardware Used:
Unsloth, Huggingface TRL
Input Output 
Input Format:
ChatML role content
Accepted Modalities:
text
Output Format:
Text summaries
LLM NameLlama Summarizer 2 7B Chat Bnb 4bit
Repository 🤗https://huggingface.co/Labagaite/llama-Summarizer-2-7b-chat-bnb-4bit 
Base Model(s)  Llama 2 7B Chat Bnb 4bit   unsloth/llama-2-7b-chat-bnb-4bit
Model Size7b
Required VRAM4 GB
Updated2025-09-10
MaintainerLabagaite
Model Typellama
Model Files  4.0 GB
Supported Languagesfr
Quantization Type4bit
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.39.3
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than Labagaite/llama-Summarizer-2-7b-chat-bnb-4bit.

Rank the Llama Summarizer 2 7B Chat Bnb 4bit Capabilities

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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 v20241124
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