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Tools/StarCoder vs Phi
StarCoder

StarCoder

open-source-model
vs
Phi

Phi

open-source-model

StarCoder vs Phi — Comparison

Overview
What each tool does and who it's for

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.

Phi

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

Based on the provided social mentions, there is no specific information about "Phi" as a software tool. The mentions cover various unrelated topics including OpenAI's o1 Pro model pricing ($200/month), KDE Plasma 6.4 releases, political content, and other tech news, but none specifically discuss or review a product called "Phi." Without relevant user reviews or social mentions about Phi, I cannot provide a meaningful summary of user sentiment regarding this software tool.

Key Metrics
—
Avg Rating
—
0
Mentions (30d)
6
2,050
GitHub Stars
—
192
GitHub Forks
—
—
npm Downloads/wk
—
—
PyPI Downloads/mo
—
Community Sentiment
How developers feel about each tool based on mentions and reviews

StarCoder

0% positive100% neutral0% negative

Phi

0% positive100% neutral0% negative
Pricing

StarCoder

tiered

Phi

tiered
Features

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

Only in Phi (10)

memory/compute constrained environments;latency bound scenarios;strong reasoning (especially math and logic).Information Reliability: Language models can generate nonsensical content or fabricate content that might sound reasonable but is inaccurate or outdated.Generation of Harmful Content: Developers should assess outputs for their context and use available safety classifiers or custom solutions appropriate for their use case.Misuse: Other forms of misuse such as fraud, spam, or malware production may be possible, and developers should ensure that their applications do not violate applicable laws and regulations.Inputs: Text. It is best suited for prompts using chat format.Context length: 4K tokensGPUs: 512 H100-80GTraining time: 10 days
Developer Ecosystem
29
GitHub Repos
—
1,804
GitHub Followers
—
20
npm Packages
—
—
HuggingFace Models
—
—
SO Reputation
—
Pain Points
Top complaints from reviews and social mentions

StarCoder

No data yet

Phi

usage monitoring (7)API costs (1)spending too much (1)
Product Screenshots

StarCoder

StarCoder screenshot 1StarCoder screenshot 2

Phi

Phi screenshot 1
Company Intel
information technology & services
Industry
information technology & services
690
Employees
690
$395.7M
Funding
$395.7M
Series D
Stage
Series D
Supported Languages & Categories

StarCoder

AI/ML

Phi

AI/MLDevOpsSecurityDeveloper Tools
View StarCoder Profile View Phi Profile