LLM EXPLORER
 LLM Explorer: A Curated Large Language Model Directory and Analytics
Dark Theme
  LLM  List    LLM Hosting    LLM Leaderboards    Blog    Newsfeed    Advertise

Codegen 16B Nl by Salesforce

 »  All LLMs  »  Salesforce  »  Codegen 16B Nl   URL Share it on

  2079   
  Arxiv:2203.13474   Autotrain compatible   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: 0.06132
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)

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
Updated2025-03-12
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

Best Alternatives
Context / RAM
Downloads
Likes
Codegen2 16B P0K / 64.3 GB75645
Instruct Codegen 16B0K / 32.2 GB5521
Codegen 16B Mono Toolbench0K / 128.4 GB415
Codegen 16B Multi 6 Parts0K / 32.2 GB170
Codegen 16B Nl Sharded0K / 32.1 GB227
Fine Tuned Codegen 16B Verilog0K / 32.2 GB19213
Codegen 16B Multi0K / 32.2 GB625121
Codegen 16B Mono0K / 32.2 GB568125
Note: green Score (e.g. "73.2") means that the model is better than Salesforce/codegen-16B-nl.

Rank the Codegen 16B Nl Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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  

What open-source LLMs or SLMs are you in search of? 44887 in total.

Email us: info@extractum.io. Our Privacy Policy  | Terms and Conditions  | Suggest an improvement.
Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
  Support LLM Explorer