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Llama 3 8B Bnb 4bit Document Parser by Shubham014

 »  All LLMs  »  Shubham014  »  Llama 3 8B Bnb 4bit Document Parser   URL Share it on

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  4bit   Autotrain compatible Base model:finetune:unsloth/mi... Base model:unsloth/mistral-7b-...   En   Endpoints compatible   Mistral   Pytorch   Quantized   Region:us   Sft   Sharded   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/Shubham014/llama-3-8b-bnb-4bit-document-parser 

Llama 3 8B Bnb 4bit Document Parser Benchmarks

LLME Score: 0.1908
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3 8B Bnb 4bit Document Parser (Shubham014/llama-3-8b-bnb-4bit-document-parser)

Llama 3 8B Bnb 4bit Document Parser Parameters and Internals

Model Type 
text-generation-inference, transformers
Additional Notes 
This Mistral model was trained 2x faster with Unsloth and Huggingface's TRL library.
LLM NameLlama 3 8B Bnb 4bit Document Parser
Repository 🤗https://huggingface.co/Shubham014/llama-3-8b-bnb-4bit-document-parser 
Base Model(s)  Mistral 7B Bnb 4bit   unsloth/mistral-7b-bnb-4bit
Model Size7b
Required VRAM14.4 GB
Updated2025-02-22
MaintainerShubham014
Model Typemistral
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3
Supported Languagesen
Quantization Type4bit
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.41.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

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...al Nemo Instruct 2407 Bnb 4bit1000K / 8.3 GB1885427
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Mistral 7B V0.3 Bnb 4bit32K / 4.1 GB2058215
Mistral 7B Instruct V0.2 Fp1632K / 14.4 GB260
Mistral 7B Instruct V0.2 4bit32K / 4.3 GB2701
...tral 7B Instruct V0.2 Bnb 4bit32K / 4.1 GB1400532
MistralContinuedFine32K / 14.5 GB14470
Note: green Score (e.g. "73.2") means that the model is better than Shubham014/llama-3-8b-bnb-4bit-document-parser.

Rank the Llama 3 8B Bnb 4bit Document Parser 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 v20241227
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