Component technology layer

Coding models

10

alternatives

0

open source

1

node kinds

2026-06-10

retrieved

Open or open-weight models used for code completion, coding assistants, and software agents.

Hugging Face downloads among selected code model alternatives.

Ranked alternatives

Popularity-ranked entries linked back to graph nodes and deterministic sources.

RankComponentKindOpennessPopularity metricTasksSource
1Qwen2.5-Coder-7B-Instructmodel:qwen2.5-coder-7b-instructmodelopen weights2,085,546Hugging Face downloads as of 2026-06-10coding, agentic-coding, code-completionsource
2Phi-3-mini-4k-instructmodel:phi-3-mini-4k-instructmodelopen weights610,575Hugging Face downloads as of 2026-06-10chatsource
3CodeGen 350M Monomodel:codegen-350m-monomodelopen weights137,804Hugging Face downloads as of 2026-06-10codingsource
4StarCoder2-3Bmodel:starcoder2-3bmodelopen weights123,303Hugging Face downloads as of 2026-06-10coding, code-completionsource
5DeepSeek Coder 6.7B Instructmodel:deepseek-coder-6.7b-instructmodelopen weights120,203Hugging Face downloads as of 2026-06-10codingsource
6CodeLlama 7B Instructmodel:codellama-7b-instructmodelopen weights28,105Hugging Face downloads as of 2026-06-10codingsource
7Granite 8B Code Instructmodel:granite-8b-code-instructmodelopen weights7,939Hugging Face downloads as of 2026-06-10codingsource
8CodeGemma 7B ITmodel:codegemma-7b-itmodelopen weights6,784Hugging Face downloads as of 2026-06-10codingsource
9SantaCodermodel:santacodermodelopen weights4,201Hugging Face downloads as of 2026-06-10codingsource
10Magicoder-S-DS-6.7Bmodel:magicoder-s-ds-6.7bmodelopen weights303Hugging Face downloads as of 2026-06-10codingsource