Best Open Coding Models to Run Locally
Open models tuned for writing and reviewing code, such as Qwen2.5-Coder, DeepSeek-Coder and Mistral's Codestral and Devstral.
Local code completion models run on CPUs or GPUs, work with Hugging Face Transformers, and support LoRA fine-tuning.
2.1KUpdated 3 years agoApache-2.0
#Hugging Face integration#LoRA#Quantization
StarCoder2 is a family of code generation models for developers who want code completion on their own hardware. These models predict continuations of code; they aren't instruction models, so conversational requests aren't their intended use.
Coding ModelsLLM Fine-Tuning+0
An open-source AI model family you can run locally through Ollama or LM Studio, with language, vision and speech models under Apache 2.0.
44Updated 2 months agoApache-2.0
Linux#Guardrails#Hugging Face integration#LM Studio integration
Granite is IBM's family of AI models for developers and businesses building applications on their own hardware or servers. You can customize the models for enterprise tasks, including coding assistants and document analysis.
Coding ModelsEmbedding and Reranker ModelsOpen-Weight LLMsSpeech-to-Text ModelsVision-Language Models+0
An open-source coding LLM family generates and fixes code, with a 32B instruction model for local use through Transformers or self-hosting with vLLM.
huggingface.coCoding Models
#Hugging Face integration
Qwen2.5-Coder is a family of coding language models for developers who want a local coding assistant or a model for a self-hosted code agent. The 32B instruction-tuned model supports conversational requests about code.
Coding Models+0
An open-source family of code generation models from Salesforce AI Research, with downloadable weights on Hugging Face Hub and an Apache 2.0 license.
5.2KUpdated 5 months agoApache-2.0
#Hugging Face integration
CodeGen is a family of language models for generating programs, aimed at researchers and developers working on code generation. Salesforce AI Research studies how these models build programs through multiple rounds of prompting.
Coding Models+0
Downloadable coding models run on your own hardware and support project-level completion, code infilling and natural-language coding requests.
7KUpdated 1 year agoMIT
#Hugging Face integration#Multilingual
DeepSeek-Coder is a family of coding models for developers who want to run a model on their own hardware or build it into a coding assistant. It includes base models for completion and instruction-tuned models for coding requests written in plain language.
Coding Models+0
An open-source LLM for self-hosted AI agents and coding, with thinking and direct-response modes, MIT licensing, and vLLM support.
huggingface.coCoding Models
#Hugging Face integration#LoRA#Multilingual
GLM-4.5 is an open-source language model family for developers building AI agents and coding tools on their own servers. It supports reasoning and tool use, but its supplied inference configurations require server-class NVIDIA hardware.
Coding ModelsOpen-Weight LLMs+0
A self-hosted reasoning LLM with a million-token context window and function calling, deployable through vLLM or Transformers.
3.2KUpdated 1 year agoApache-2.0
#Hugging Face integration#Multilingual#Tool calling
MiniMax-M1 is a reasoning model for developers building AI agents or working on coding and mathematical problems with long inputs. You can deploy it on your own infrastructure.
Coding ModelsOpen-Weight LLMs+0
Downloadable coding models support local code completion and software engineering agents, with Devstral compatible with Ollama, llama.cpp and vLLM.
10.8KUpdated 5 months agoApache-2.0
Docker#Hugging Face integration#Tool calling
Codestral and Devstral are coding models for developers who want to run completion tools or software engineering agents on their own hardware. The associated mistral-inference library is archived and no longer maintained.
Coding Models+0
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