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Aether Code Mistral 7B 0.3 V1 Bnb 4bit by thesven

 »  All LLMs  »  thesven  »  Aether Code Mistral 7B 0.3 V1 Bnb 4bit   URL Share it on

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  4-bit   4bit   Autotrain compatible Base model:quantized:unsloth/m... Base model:unsloth/mistral-7b-...   Bitsandbytes   Code   Dataset:thesven/aethercode-v1   En   Endpoints compatible   Mistral   Quantized   Region:us   Safetensors   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/thesven/Aether-Code-Mistral-7B-0.3-v1-bnb-4bit 

Aether Code Mistral 7B 0.3 V1 Bnb 4bit Benchmarks

LLME Score: 0.19926
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Aether Code Mistral 7B 0.3 V1 Bnb 4bit (thesven/Aether-Code-Mistral-7B-0.3-v1-bnb-4bit)

Aether Code Mistral 7B 0.3 V1 Bnb 4bit Parameters and Internals

Model Type 
text-generation-inference, transformers, code
Use Cases 
Areas:
software development
Applications:
code-related tasks
Additional Notes 
This iteration of the Mistral 7B model has been fine-tuned for software development contexts.
Supported Languages 
en (High proficiency)
Training Details 
Data Sources:
thesven/AetherCode-v1
Methodology:
Supervised Fine-Tuning (SFT)
Context Length:
2048
Input Output 
Input Format:
Python script as shown in usage example
Accepted Modalities:
text
Output Format:
Generated code and responses
Performance Tips:
Use 4bit quantization to reduce memory usage.
LLM NameAether Code Mistral 7B 0.3 V1 Bnb 4bit
Repository 🤗https://huggingface.co/thesven/Aether-Code-Mistral-7B-0.3-v1-bnb-4bit 
Base Model(s)  unsloth/mistral-7b-v0.3-bnb-4bit   unsloth/mistral-7b-v0.3-bnb-4bit
Model Size7b
Required VRAM4.1 GB
Updated2025-02-22
Maintainerthesven
Model Typemistral
Model Files  4.1 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.41.2
Tokenizer ClassLlamaTokenizer
Padding Token[control_768]
Vocabulary Size32768
Torch Data Typebfloat16

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Mistral 7B Instruct V0.2 Fp1632K / 14.4 GB260
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Note: green Score (e.g. "73.2") means that the model is better than thesven/Aether-Code-Mistral-7B-0.3-v1-bnb-4bit.

Rank the Aether Code Mistral 7B 0.3 V1 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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Release v20241227
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