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Tools/CodeLlama vs StarCoder
CodeLlama

CodeLlama

open-source-model
vs
StarCoder

StarCoder

open-source-model

CodeLlama vs StarCoder — Comparison

Overview
What each tool does and who it's for

CodeLlama

Code Llama, which is built on top of Llama 2, is free for research and commercial use.

I don't see any actual user reviews or social mentions about CodeLlama in your message. The only content provided appears to be an incomplete GitHub commit message about Vertex AI pricing updates, which doesn't contain user feedback about CodeLlama specifically. To provide an accurate summary of user sentiment about CodeLlama, I would need actual user reviews, GitHub issues, social media posts, or other user-generated content that discusses their experiences with the tool. Could you please share the relevant user feedback you'd like me to analyze?

StarCoder

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

The model was trained on GitHub code as well as additional selected data sources such as Arxiv and Wikipedia. As such it is not an instruction model and commands like "Write a function that computes the square root." do not work well. Here are some examples to get started with the model. You can find a script for fine-tuning in StarCoder2's GitHub repository. First, make sure to install transformers from source: The pretraining dataset of the model was filtered for permissive licenses and code with no license only. Nevertheless, the model can generate source code verbatim from the dataset. The code's license might require attribution and/or other specific requirements that must be respected. We provide a search index that let's you search through the pretraining data to identify where generated code came from and apply the proper attribution to your code. The model has been trained on source code from 600+ programming languages. The predominant language in source is English although other languages are also present. As such the model is capable to generate code snippets provided some context but the generated code is not guaranteed to work as intended. It can be inefficient, contain bugs or exploits. See the paper for an in-depth discussion of the model limitations. The model is licensed under the BigCode OpenRAIL-M v1 license agreement. You can find the full agreement here.

Key Metrics
—
Avg Rating
—
1
Mentions (30d)
0
16,334
GitHub Stars
2,050
1,937
GitHub Forks
192
—
npm Downloads/wk
—
—
PyPI Downloads/mo
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Community Sentiment
How developers feel about each tool based on mentions and reviews

CodeLlama

0% positive100% neutral0% negative

StarCoder

0% positive100% neutral0% negative
Pricing

CodeLlama

tiered

StarCoder

tiered
Features

Only in CodeLlama (10)

We are releasing Code Llama 70B, the largest and best-performing model in the Code Llama familyCodeLlama - 70B, the foundational code model;CodeLlama - 70B - Python, 70B specialized for Python;and Code Llama - 70B - Instruct 70B, which is fine-tuned for understanding natural language instructions.Code Llama is a state-of-the-art LLM capable of generating code, and natural language about code, from both code and natural language prompts.Code Llama is free for research and commercial use.Code Llama, the foundational code model;Codel Llama - Python specialized for Python;and Code Llama - Instruct, which is fine-tuned for understanding natural language instructions.In our own benchmark testing, Code Llama outperformed state-of-the-art publicly available LLMs on code tasks

Only in StarCoder (6)

bigcode/the-stack-v2-train-full-ids💫 StarCoder2StarCoder 2 and The Stack v2: The Next GenerationEfficient Training of Language Models to Fill in the MiddleFlashAttention: Fast and Memory-Efficient Exact Attention with IO-AwarenessLongformer: The Long-Document Transformer
Developer Ecosystem
12
GitHub Repos
29
10,559
GitHub Followers
1,804
20
npm Packages
20
40
HuggingFace Models
—
—
SO Reputation
—
Pain Points
Top complaints from reviews and social mentions

CodeLlama

token cost (1)

StarCoder

No data yet

Product Screenshots

CodeLlama

CodeLlama screenshot 1

StarCoder

StarCoder screenshot 1StarCoder screenshot 2
Company Intel
information technology & services
Industry
information technology & services
152,000
Employees
690
—
Funding
$395.7M
—
Stage
Series D
Supported Languages & Categories

CodeLlama

AI/MLDevOpsSecurityDeveloper Tools

StarCoder

AI/ML
View CodeLlama Profile View StarCoder Profile