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OpenCodeInterpreter DS 6.7B by m-a-p

 »  All LLMs  »  m-a-p  »  OpenCodeInterpreter DS 6.7B   URL Share it on

  3229   
  Arxiv:2402.14658   Autotrain compatible   Code   Conversational   En   Endpoints compatible   Llama   Pytorch   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/m-a-p/OpenCodeInterpreter-DS-6.7B 

OpenCodeInterpreter DS 6.7B Benchmarks

HumanEvalA: 47.14
Python Eva: 73.2 vs 92 (so35)-20.4%
Java Eval: 51.41
Javascript: 63.85
CPP Eval: 60.01
PHP Eval: 57.34
Julia Eval: 39.69
D Eval: 18.22
Lua Eval: 44.3
R Eval: 39.08
Racket Eva: 24.32
Rust Eval: 48.22
Swift Eval: 45.99
LLME Score: 0.23414
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
OpenCodeInterpreter DS 6.7B (m-a-p/OpenCodeInterpreter-DS-6.7B)

OpenCodeInterpreter DS 6.7B Parameters and Internals

Model Type 
code generation, code execution
LLM NameOpenCodeInterpreter DS 6.7B
Repository 🤗https://huggingface.co/m-a-p/OpenCodeInterpreter-DS-6.7B 
Model Size6.7b
Required VRAM13.5 GB
Updated2024-12-22
Maintainerm-a-p
Model Typellama
Model Files  10.0 GB: 1-of-2   3.5 GB: 2-of-2   10.0 GB: 1-of-2   3.5 GB: 2-of-2   0.0 GB
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length16384
Model Max Length16384
Transformers Version4.34.1
Tokenizer ClassLlamaTokenizer
Padding Token<｜end▁of▁sentence｜>
Vocabulary Size32256
Torch Data Typebfloat16

Quantized Models of the OpenCodeInterpreter DS 6.7B

Model
Likes
Downloads
VRAM
...enCodeInterpreter DS 6.7B GGUF2622 GB

Best Alternatives to OpenCodeInterpreter DS 6.7B

Best Alternatives
Context / RAM
Downloads
Likes
Gptnoise37128K / 13.5 GB670
...ir8 Ds Coder6.7b Rmsprop Iter416K / 13.5 GB1830
...ir8 Ds Coder6.7b Rmsprop Iter216K / 13.5 GB1830
...ir8 Ds Coder6.7b Rmsprop Iter316K / 13.5 GB1650
Semcoder S 103016K / 13.5 GB6690
...s Coder6.7b Reflct Adamw Iter216K / 13.5 GB4800
...s Coder6.7b Reflct Adamw Iter116K / 13.5 GB4750
...Coder6.7b Reflct Rmsprop Iter116K / 13.5 GB950
...s Coder6.7b Reflct Adamw Iter316K / 13.5 GB4300
Semcoder 103016K / 13.5 GB5630
Note: green Score (e.g. "73.2") means that the model is better than m-a-p/OpenCodeInterpreter-DS-6.7B.

Rank the OpenCodeInterpreter DS 6.7B 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
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