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

Codegen25 7B Instruct P by Salesforce

 »  All LLMs  »  Salesforce  »  Codegen25 7B Instruct P   URL Share it on

  184   
  Arxiv:2305.02309   Autotrain compatible   Code   Dataset:bigcode/starcoderdata   Endpoints compatible   Instruct   Llama   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/Salesforce/codegen25-7b-instruct_P 

Codegen25 7B Instruct P Benchmarks

LLME Score: 0.11702
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Codegen25 7B Instruct P (Salesforce/codegen25-7b-instruct_P)

Codegen25 7B Instruct P Parameters and Internals

Model Type 
program synthesis, code generation
Use Cases 
Areas:
program synthesis
Primary Use Cases:
generating executable code from English prompts, code autocompletion
Limitations:
model can generate verbatim code from dataset
Considerations:
Attribution or other specific requirements might be needed due to source code license.
Additional Notes 
The model is more efficient and requires less size than StarCoderBase-15.5B achieving competitive results.
Supported Languages 
programming_languages_supported (multiple)
Training Details 
Data Sources:
bigcode/starcoderdata
Data Volume:
1.4 trillion tokens
Methodology:
autoregressive language model with instruction tuning
Model Architecture:
autoregressive
Input Output 
Input Format:
Comment strings for prompts
Accepted Modalities:
text
Output Format:
Executable code
LLM NameCodegen25 7B Instruct P
Repository 🤗https://huggingface.co/Salesforce/codegen25-7b-instruct_P 
Model Size7b
Required VRAM27.6 GB
Updated2025-03-14
MaintainerSalesforce
Model Typellama
Instruction-BasedYes
Model Files  9.9 GB: 1-of-3   10.0 GB: 2-of-3   7.7 GB: 3-of-3
Supported Languagescode
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length2048
Model Max Length2048
Transformers Version4.29.2
Tokenizer ClassCodeGen25Tokenizer
Vocabulary Size51200
Torch Data Typefloat32

Best Alternatives to Codegen25 7B Instruct P

Best Alternatives
Context / RAM
Downloads
Likes
1241024K / 16.1 GB930
... Qwen2.5llamaify 7B V23.1 200K195K / 15.2 GB20233
SuperNeuralDreadDevil 8B128K / 16.1 GB591
Falcon3 7B Instruct32K / 14.8 GB4097463
Falcon3 Jessi V0.4 7B Slerp32K / 14.9 GB3049
Jessi V0.4 Falcon3 7B Instruct32K / 14.8 GB550
Jessi V0.6 Falcon3 7B Instruct32K / 14.8 GB410
Jessi V0.5 Falcon3 7B Instruct32K / 14.8 GB420
...noAi 7B French Instruct 20250232K / 14.8 GB330
Taurus Opus 7B32K / 14.8 GB3913
Note: green Score (e.g. "73.2") means that the model is better than Salesforce/codegen25-7b-instruct_P.

Rank the Codegen25 7B Instruct P 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? 45019 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