MPT-7B

MPT-7B

MosaicML
StarCoder

StarCoder

BigCode
+
+

Related Products

  • Gemini Enterprise Agent Platform
    1,161 Ratings
    Visit Website
  • LM-Kit.NET
    29 Ratings
    Visit Website
  • Google AI Studio
    41 Ratings
    Visit Website
  • LTX
    182 Ratings
    Visit Website
  • Compute with Hivenet
    4 Ratings
    Visit Website
  • Buildxact
    264 Ratings
    Visit Website
  • ClickLearn
    67 Ratings
    Visit Website
  • Checksum.ai
    2 Ratings
    Visit Website
  • CBT Nuggets
    493 Ratings
    Visit Website
  • CoachIQ
    45 Ratings
    Visit Website

About

Introducing MPT-7B, the latest entry in our MosaicML Foundation Series. MPT-7B is a transformer trained from scratch on 1T tokens of text and code. It is open source, available for commercial use, and matches the quality of LLaMA-7B. MPT-7B was trained on the MosaicML platform in 9.5 days with zero human intervention at a cost of ~$200k. Now you can train, finetune, and deploy your own private MPT models, either starting from one of our checkpoints or training from scratch. For inspiration, we are also releasing three finetuned models in addition to the base MPT-7B: MPT-7B-Instruct, MPT-7B-Chat, and MPT-7B-StoryWriter-65k+, the last of which uses a context length of 65k tokens!

About

StarCoder and StarCoderBase are Large Language Models for Code (Code LLMs) trained on permissively licensed data from GitHub, including from 80+ programming languages, Git commits, GitHub issues, and Jupyter notebooks. Similar to LLaMA, we trained a ~15B parameter model for 1 trillion tokens. We fine-tuned StarCoderBase model for 35B Python tokens, resulting in a new model that we call StarCoder. We found that StarCoderBase outperforms existing open Code LLMs on popular programming benchmarks and matches or surpasses closed models such as code-cushman-001 from OpenAI (the original Codex model that powered early versions of GitHub Copilot). With a context length of over 8,000 tokens, the StarCoder models can process more input than any other open LLM, enabling a wide range of interesting applications. For example, by prompting the StarCoder models with a series of dialogues, we enabled them to act as a technical assistant.

Platforms Supported

Windows Supported
Mac Supported
Linux Supported
Cloud Supported
On-Premises Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Supported
Mac Supported
Linux Supported
Cloud Not Supported
On-Premises Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

AI and LLM developers and engineers

Audience

Developers interested in an LLM for code generation

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Not Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Not Supported

API

Offers API Not Supported

API

Offers API Not Supported

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Open source
Free Version Supported
Free Trial Not Supported

Pricing

Free
Free Version Supported
Free Trial Not Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

MosaicML
Founded: 2021
United States
www.mosaicml.com/blog/mpt-7b

Company Information

BigCode
Founded: 2023
huggingface.co/blog/starcoder

Alternatives

Alpaca

Alpaca

Stanford Center for Research on Foundation Models (CRFM)

Alternatives

CodeGemma

CodeGemma

Google
Dolly

Dolly

Databricks
CodeQwen

CodeQwen

Alibaba
Falcon-40B

Falcon-40B

Technology Innovation Institute (TII)
DeepSeek Coder

DeepSeek Coder

DeepSeek
Llama 2

Llama 2

Meta
StarCoder

StarCoder

BigCode
Mercury Coder

Mercury Coder

Inception Labs

Categories

AI Coding Models Supported
AI Models Supported

Categories

AI Code Generators Supported
AI Coding Models Supported
AI Copilots Supported
AI Models Supported
AI Tools Supported

Integrations

Axolotl Supported
ChatGPT Not Supported
CodeQwen Not Supported
Git Not Supported
GitHub Not Supported
LM Studio Not Supported
MosaicML Supported
OpenAI Not Supported
Python Not Supported
Tabby Not Supported
Taylor AI Not Supported
Visual Studio Code Not Supported

Integrations

Axolotl Not Supported
ChatGPT Supported
CodeQwen Supported
Git Supported
GitHub Supported
LM Studio Supported
MosaicML Not Supported
OpenAI Supported
Python Supported
Tabby Supported
Taylor AI Supported
Visual Studio Code Supported
Claim MPT-7B and update features and information
Claim MPT-7B and update features and information
Claim StarCoder and update features and information
Claim StarCoder and update features and information