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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

  1611   
  Arxiv:2402.14658   Autotrain compatible   Code   Conversational   En   Endpoints compatible   Llama   Pytorch   Region:us   Safetensors   Sharded   Tensorflow

OpenCodeInterpreter DS 6.7B Benchmarks

HumanEval AVG: 47.140%
Python Eval: 73.29.3%
Java Eval: 51.410%
Javascript Eval: 63.850%
CPP Eval: 60.010%
PHP Eval: 57.340%
Julia Eval: 39.690%
D Eval: 18.220%
Lua Eval: 44.30%
R Eval: 39.080%
Racket Eval: 24.320%
Rust Eval: 48.220%
Swift Eval: 45.990%
nn.n% — How the model compares to the GPT-4.

OpenCodeInterpreter DS 6.7B Parameters and Internals

LLM NameOpenCodeInterpreter DS 6.7B
RepositoryOpen on 🤗 
Model Size6.7b
Required VRAM13.5 GB
Updated2024-07-26
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
OpenCodeInterpreter DS 6.7B (m-a-p/OpenCodeInterpreter-DS-6.7B)

Quantized Models of the OpenCodeInterpreter DS 6.7B

Model
Likes
Downloads
VRAM
...enCodeInterpreter DS 6.7B GGUF24042 GB

Best Alternatives to OpenCodeInterpreter DS 6.7B

Best Alternatives
HF Rank
Context/RAM
Downloads
Likes
Artigenz Coder DS 6.7B0.316K / 13.5 GB2003989
Magicoder S DS 6.7B0.316K / 27.1 GB3314200
Deepseek Coder 6.7B Base0.316K / 13.5 GB2191875
Wavecoder Ultra 6.7B0.316K / 27 GB57370
AutoCoder S 6.7B0.316K / 13.5 GB5744
Code 290K 6.7B Instruct0.316K / 13.5 GB3146
Speechless Nl2sql Ds 6.7B0.316K / 13.5 GB9352
Speechless Coder Ds 6.7B0.316K / 13.5 GB9365
Semcoder0.316K / 13.5 GB510
Datascience Coder 6.7B0.216K / 13.5 GB9383
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

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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 v2024072501
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