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BASH Coder Mistral 7B by rvv-karma

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  Autotrain compatible   Codegen   Dataset:neulab/tldr   En   Endpoints compatible   Finetuned   Mistral   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/rvv-karma/BASH-Coder-Mistral-7B 

BASH Coder Mistral 7B Benchmarks

LLME Score: 0.12406
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
BASH Coder Mistral 7B (rvv-karma/BASH-Coder-Mistral-7B)
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BASH Coder Mistral 7B Parameters and Internals

Model Type 
text-generation, finetuned
Supported Languages 
en (English)
Training Details 
Data Sources:
neulab/tldr
Methodology:
LoRA
LLM NameBASH Coder Mistral 7B
Repository 🤗https://huggingface.co/rvv-karma/BASH-Coder-Mistral-7B 
Model Size7b
Required VRAM14.4 GB
Updated2025-10-17
Maintainerrvv-karma
Model Typemistral
Model Files  1.9 GB: 1-of-8   1.9 GB: 2-of-8   2.0 GB: 3-of-8   1.9 GB: 4-of-8   2.0 GB: 5-of-8   1.9 GB: 6-of-8   2.0 GB: 7-of-8   0.8 GB: 8-of-8
Supported Languagesen
Generates CodeYes
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.36.0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typebfloat16

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Context / RAM
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SpydazWeb AI HumanAI RP512K / 14.4 GB171
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Mistral 7B Merged32K / 14.5 GB60
Jett W26 Abliterated32K / 14.4 GB51
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The Trinity Coder 7B32K / 14.4 GB46
MonarchCoder 7B32K / 14.4 GB61
Note: green Score (e.g. "73.2") means that the model is better than rvv-karma/BASH-Coder-Mistral-7B.

Rank the BASH Coder Mistral 7B Capabilities

🆘 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! 🌟

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 v20241124
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