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Replit Code V1 3B by replit

 »  All LLMs  »  replit  »  Replit Code V1 3B   URL Share it on

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  Arxiv:2108.12409   Arxiv:2205.14135   Arxiv:2211.15533   Arxiv:2302.06675   Autotrain compatible   Code   Custom code Dataset:bigcode/the-stack-dedu...   Model-index   Mpt   Pytorch   Region:us

Replit Code V1 3B Benchmarks

HumanEvalA: 11.62
Python Eva: 20.12 vs 92 (so35)-78.1%
Java Eval: 21.39
Javascript: 20.18
CPP Eval: 20.37
PHP Eval: 16.14
Julia Eval: 1.24
D Eval: 6.41
Lua Eval: 2.11
R Eval: 7.2
Racket Eva: 3.22
Rust Eval: 15.19
Swift Eval: 5.88
LLME Score: 0.16657
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Replit Code V1 3B Parameters and Internals

LLM NameReplit Code V1 3B
Repository 🤗https://huggingface.co/replit/replit-code-v1-3b 
Model Size3b
Required VRAM10.4 GB
Updated2024-10-18
Maintainerreplit
Model Typempt
Model Files  10.4 GB
Supported Languagescode
Model ArchitectureMPTForCausalLM
Licensecc-by-sa-4.0
Model Max Length2048
Transformers Version4.28.1
Tokenizer ClassReplitLMTokenizer
Padding Token<|pad|>
Vocabulary Size32768
Torch Data Typefloat32
Replit Code V1 3B (replit/replit-code-v1-3b)

Best Alternatives to Replit Code V1 3B

Best Alternatives
Context / RAM
Downloads
Likes
Replit Code V1.5 3B0K / 6.6 GB6691283
Code Millenials 3B0K / 5.2 GB171
Sea Lion 3B0K / 6.4 GB57616
Mpt 3B 8K Instruct0K / 6.9 GB13
Glaive Function Calling V10K / 10.4 GB1766
...aive Function Calling V2 Small0K / 10.4 GB013
Evol Replit V10K / 10.4 GB48
Replit V2 CodeInstruct 3B0K / 10.4 GB2972
Replit CodeInstruct V30K / 10.4 GB02
Replit V1 CodeInstruct 3B0K / 10.4 GB1836
Note: green Score (e.g. "73.2") means that the model is better than replit/replit-code-v1-3b.

Rank the Replit Code V1 3B 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  
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Multi-Language Support and Translation  

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Release v2024072803
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