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Ct2fast Codegen 6B Mono by michaelfeil

By michaelfeil · 5 downloads
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Ct2fast Codegen 6B Mono is an open-source language model by michaelfeil. Features: 6b LLM, VRAM: 14.1GB, License: bsd-3-clause, Code Generating, LLM Explorer Score: 0.07.

  Arxiv:2203.13474   Codegen   Ctranslate2   Endpoints compatible   Float16   Int8   Region:us
Model Card on HF 🤗: https://huggingface.co/michaelfeil/ct2fast-codegen-6B-mono 

Ct2fast Codegen 6B Mono Parameters and Internals

Model Type 
autoregressive, language model
Use Cases 
Areas:
program synthesis
Primary Use Cases:
Generating executable code given English prompts
Limitations:
Model is best at program synthesis
Considerations:
Prompts should be in form of comment string.
Additional Notes 
This is a quantized version of Salesforce/codegen-2B-mono to improve inference speed and reduce memory usage.
Training Details 
Data Sources:
BigPython dataset
Data Volume:
71.7B tokens
Methodology:
Cross-entropy loss to maximize likelihood of sequential inputs
Hardware Used:
Multiple TPU-v4-512
LLM NameCt2fast Codegen 6B Mono
Repository 🤗https://huggingface.co/michaelfeil/ct2fast-codegen-6B-mono 
Model Size6b
Required VRAM14.1 GB
Updated2026-08-08
Maintainermichaelfeil
Model Files  14.1 GB
Generates CodeYes
Model ArchitectureAutoModel
Licensebsd-3-clause
Model Max Length2048
Tokenizer ClassCodeGenTokenizer

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