Replit V1 CodeInstruct 3B by teknium

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  Autotrain compatible   Code   Custom code Dataset:bigcode/the-stack-dedu... Dataset:sahil2801/codealpaca-2... Dataset:teknium/gpteacher-code...   Endpoints compatible   Instruct   Mpt   Pytorch   Region:us   Self-instruct   Sharded

Replit V1 CodeInstruct 3B Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Replit V1 CodeInstruct 3B Parameters and Internals

LLM NameReplit V1 CodeInstruct 3B
Repository ๐Ÿค—https://huggingface.co/teknium/Replit-v1-CodeInstruct-3B 
Model Size3b
Required VRAM10.4 GB
Updated2024-09-07
Maintainerteknium
Model Typempt
Model Files  10.0 GB: 1-of-2   0.4 GB: 2-of-2   0.0 GB
Supported Languagescode
Model ArchitectureMPTForCausalLM
Licensecc-by-sa-4.0
Model Max Length512
Transformers Version4.29.2
Tokenizer ClassReplitLMTokenizer
Padding Token<|pad|>
Vocabulary Size32769
Torch Data Typefloat32
Replit V1 CodeInstruct 3B (teknium/Replit-v1-CodeInstruct-3B)

Quantized Models of the Replit V1 CodeInstruct 3B

Model
Likes
Downloads
VRAM
Replit V1 CodeInstruct 3B Fp1614125 GB

Best Alternatives to Replit V1 CodeInstruct 3B

Best Alternatives
Context / RAM
Downloads
Likes
Replit Code V1.5 3B0K / 6.6 GB11960283
Code Millenials 3B0K / 5.2 GB251
Sea Lion 3B0K / 6.4 GB19613
Mpt 3B 8K Instruct0K / 6.9 GB83
Replit Code V1 3B0K / 10.4 GB246717
Glaive Function Calling V10K / 10.4 GB13166
...aive Function Calling V2 Small0K / 10.4 GB913
Evol Replit V10K / 10.4 GB148
Replit V2 CodeInstruct 3B0K / 10.4 GB1772
Replit CodeInstruct V30K / 10.4 GB92
Note: green Score (e.g. "73.2") means that the model is better than teknium/Replit-v1-CodeInstruct-3B.

Rank the Replit V1 CodeInstruct 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  
Code Generation  
Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803