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Ct2fast Codegen 16B Mono by michaelfeil

By michaelfeil · 1 downloads
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Ct2fast Codegen 16B Mono is an open-source language model by michaelfeil. Features: 16b LLM, VRAM: 32.1GB, 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-16B-mono 

Ct2fast Codegen 16B Mono Parameters and Internals

Model Type 
autoregressive, language model
Use Cases 
Areas:
program synthesis
Primary Use Cases:
generating executable code given English prompts
Limitations:
Requires English prompts in the form of a comment string
Additional Notes 
This is just a quantized version. Checkpoint compatible to ctranslate2>=3.13.0.
Supported Languages 
Python (high)
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 by Google
LLM NameCt2fast Codegen 16B Mono
Repository 🤗https://huggingface.co/michaelfeil/ct2fast-codegen-16B-mono 
Model Size16b
Required VRAM32.1 GB
Updated2026-07-25
Maintainermichaelfeil
Model Files  32.1 GB
Generates CodeYes
Model ArchitectureAutoModel
Licensebsd-3-clause
Model Max Length2048
Tokenizer ClassCodeGenTokenizer