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The Trinity Coder 7B EXL2 5bpw by kisimoff

 »  All LLMs  »  kisimoff  »  The Trinity Coder 7B EXL2 5bpw   URL Share it on

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  Merged Model   Arxiv:2306.01708   5-bit   Ai programming assistant   Autotrain compatible   Code generation   Codegen   En   Endpoints compatible   Exl2   Logical reasoning   Mistral   Problem solving   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/kisimoff/The-Trinity-Coder-7B_exl2_5bpw 

The Trinity Coder 7B EXL2 5bpw Benchmarks

LLME Score: 0.1789
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
The Trinity Coder 7B EXL2 5bpw (kisimoff/The-Trinity-Coder-7B_exl2_5bpw)

The Trinity Coder 7B EXL2 5bpw Parameters and Internals

Model Type 
Code Generation, Logical Reasoning, Problem Solving, Text Generation, AI Programming Assistant
Additional Notes 
This model is the result of a unique merging approach to unify the capabilities of three different coding models.
Supported Languages 
Programming Languages (Python, C, C++, Rust, Java, JavaScript)
Training Details 
Methodology:
The integration of models was achieved through a merging technique which focused on preserving the core strengths of each model.
Model Architecture:
Blended model integrating strengths of three distinct models.
LLM NameThe Trinity Coder 7B EXL2 5bpw
Repository 🤗https://huggingface.co/kisimoff/The-Trinity-Coder-7B_exl2_5bpw 
Merged ModelYes
Model Size7b
Required VRAM4.7 GB
Updated2025-02-05
Maintainerkisimoff
Model Typemistral
Model Files  4.7 GB
Supported Languagesen
Quantization Typeexl2
Generates CodeYes
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.39.0.dev0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typefloat16

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The Trinity Coder 7B32K / 14.4 GB1256
Note: green Score (e.g. "73.2") means that the model is better than kisimoff/The-Trinity-Coder-7B_exl2_5bpw.

Rank the The Trinity Coder 7B EXL2 5bpw 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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