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Codestral RAG 19B Pruned by TroyDoesAI

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  Autotrain compatible   Endpoints compatible   Mistral   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/TroyDoesAI/Codestral-RAG-19B-Pruned 

Codestral RAG 19B Pruned Benchmarks

LLME Score: 0.18978
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Codestral RAG 19B Pruned (TroyDoesAI/Codestral-RAG-19B-Pruned)

Codestral RAG 19B Pruned Parameters and Internals

Model Type 
Text Generation, Multimodal
Additional Notes 
The model has been pruned down from its original size of 22.2 billion parameters to 19 billion by removing 4 non-essential layers, without a noticeable loss in quality.
LLM NameCodestral RAG 19B Pruned
Repository 🤗https://huggingface.co/TroyDoesAI/Codestral-RAG-19B-Pruned 
Model Size19b
Required VRAM38.4 GB
Updated2025-02-22
MaintainerTroyDoesAI
Model Typemistral
Model Files  4.9 GB: 1-of-8   5.0 GB: 2-of-8   5.0 GB: 3-of-8   4.9 GB: 4-of-8   5.0 GB: 5-of-8   5.0 GB: 6-of-8   4.9 GB: 7-of-8   3.7 GB: 8-of-8
Model ArchitectureMistralForCausalLM
LicenseMNPL-0.1
Context Length32768
Model Max Length32768
Transformers Version4.40.2
Tokenizer ClassLlamaTokenizer
Vocabulary Size32768
Torch Data Typefloat16

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Rank the Codestral RAG 19B Pruned 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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