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Codegen 16B Nl by Salesforce

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Codegen 16B Nl is an open-source language model by Salesforce. Features: 16b LLM, VRAM: 32.2GB, License: bsd-3-clause, Code Generating, HF Score: 42.6, LLM Explorer Score: 0.05, Arc: 46.8, HellaSwag: 71.9, MMLU: 32.4, TruthfulQA: 34, WinoGrande: 68, GSM8K: 2.7.

  Arxiv:2203.13474   Codegen   Endpoints compatible   Pytorch   Region:us
Model Card on HF 🤗: https://huggingface.co/Salesforce/codegen-16B-nl 

Codegen 16B Nl Benchmarks

ARC: 46.76 vs 96.7 (so35)-51.6%
HellaSwag: 71.87 vs 95.3 (gpt4)-24.6%
MMLU: 32.35 vs 88.3 (so35)-63.4%
TruthfulQA: 33.95 vs 59 (gpt4)-42.5%
WinoGrande: 67.96 vs 87.5 (gpt4)-22.3%
GSM8K: 2.65 vs 96.4 (so35)-97.3%
LLME Score: 0.04973
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Codegen 16B Nl (Salesforce/codegen-16B-nl)
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Codegen 16B Nl Parameters and Internals

Model Type 
autoregressive, language model
Use Cases 
Primary Use Cases:
program synthesis
Limitations:
Best at generating executable code given English prompts
Training Details 
Data Sources:
the Pile
Methodology:
Trained using cross-entropy loss for maximizing likelihood.
Hardware Used:
multiple TPU-v4-512
LLM NameCodegen 16B Nl
Repository 🤗https://huggingface.co/Salesforce/codegen-16B-nl 
Model Size16b
Required VRAM32.2 GB
Updated2026-03-02
MaintainerSalesforce
Model Typecodegen
Model Files  32.2 GB
Generates CodeYes
Model ArchitectureCodeGenForCausalLM
Licensebsd-3-clause
Model Max Length2048
Transformers Version4.21.0.dev0
Tokenizer ClassGPT2Tokenizer
Vocabulary Size51200
Torch Data Typefloat16
Activation Functiongelu_new

Best Alternatives to Codegen 16B Nl

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Context / RAM
Downloads
Likes
Instruct Codegen 16B0K / 32.2 GB1021
Codegen 16B Mono Toolbench0K / 128.4 GB335
Codegen2 16B P0K / 64.3 GB3345
Codegen 16B Multi 6 Parts0K / 32.2 GB280
Codegen 16B Nl Sharded0K / 32.1 GB477
Fine Tuned Codegen 16B Verilog0K / 32.2 GB12015
Codegen 16B Mono0K / 32.2 GB213126
Codegen 16B Multi0K / 32.2 GB32119
Note: green Score (e.g. "73.2") means that the model is better than Salesforce/codegen-16B-nl.

Rank the Codegen 16B Nl 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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