What are the best small coding models for 8K–32K context?
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What are the best small coding models for 8K–32K context?
Check the coding candidates below for a declared context limit of at least the length you need. This list does not establish 8K or 32K support, coding quality, speed or memory use.
Model from Hugging Face for text generation: unsloth/Qwen3-Coder-30B-A3B-Instruct-GGUF · transformers
License
apache-2.0. Permissive open license: commercial use, modification, and redistribution are permitted. License details
Hosting
32 hosted files. Inspect the file record for current availability. 33 files listed upstream.
Why listed
The catalog returned it for the search "coder". Recorded task: text generation. Listed formats: gguf. Recorded license: apache-2.0. This listing does not measure quality or prove runtime support.
1 hosted file. Inspect the file record for current availability. 6 files listed upstream.
Why listed
The catalog returned it for the search "coder". Recorded task: text generation. Listed formats: gguf. This listing does not measure quality or prove runtime support.
1 hosted file. Inspect the file record for current availability. 18 files listed upstream.
Why listed
The catalog returned it for the search "coder". Recorded task: text generation. Listed formats: gguf. This listing does not measure quality or prove runtime support.
Model from Hugging Face for text generation: Orion-zhen/Qwen2.5-Coder-7B-Instruct-AWQ · transformers
License
apache-2.0. Permissive open license: commercial use, modification, and redistribution are permitted. License details
Hosting
11 hosted files. Inspect the file record for current availability. 14 files listed upstream.
Why listed
The catalog returned it for the search "coder". Recorded task: text generation. Listed formats: safetensors. Recorded license: apache-2.0. This listing does not measure quality or prove runtime support.
1 hosted file. Inspect the file record for current availability. 18 files listed upstream.
Why listed
The catalog returned it for the search "coder". Recorded task: text generation. Listed formats: gguf. This listing does not measure quality or prove runtime support.
Model from Hugging Face for text generation: Qwen/Qwen2.5-Coder-3B-Instruct · transformers
License
qwen-research-non-commercial. License carries a non-commercial restriction (non-commercial). Commercial use is not permitted. Qwen RESEARCH LICENSE AGREEMENT (non-commercial). Commercial use is not permitted. License details
Hosting
8 hosted files. Inspect the file record for current availability. 12 files listed upstream.
Why listed
The catalog returned it for the search "coder". Recorded task: text generation. Listed formats: safetensors. Recorded license: qwen-research-non-commercial. This listing does not measure quality or prove runtime support.
1 hosted file. Inspect the file record for current availability. 26 files listed upstream.
Why listed
The catalog returned it for the search "coder". Recorded task: text generation. Listed formats: gguf. This listing does not measure quality or prove runtime support.
9 hosted files. Inspect the file record for current availability. 14 files listed upstream.
Why listed
The catalog returned it for the search "coder". Recorded task: text generation. Listed formats: safetensors. This listing does not measure quality or prove runtime support.
8 hosted files. Inspect the file record for current availability. 13 files listed upstream.
Why listed
The catalog returned it for the search "coder". Recorded task: text generation. Listed formats: safetensors. This listing does not measure quality or prove runtime support.
10 hosted files. Inspect the file record for current availability. 12 files listed upstream.
Why listed
The catalog returned it for the search "coder". Recorded task: text generation. Listed formats: safetensors. This listing does not measure quality or prove runtime support.
Model from Hugging Face for text generation: chatdb/natural-sql-7b · transformers
License
cc-by-sa-4.0. cc-by-sa-4.0: commercial use is permitted with attribution; adaptations must use the same or a permitted compatible license. License details
Hosting
9 hosted files. Inspect the file record for current availability. 11 files listed upstream.
Why listed
The catalog returned it for the search "coder". Recorded task: text generation. Listed formats: safetensors. Recorded license: cc-by-sa-4.0. This listing does not measure quality or prove runtime support.
Model from Hugging Face for fill mask: naver/efficient-splade-VI-BT-large-query · transformers
License
cc-by-nc-sa-4.0. cc-by-nc-sa-4.0: commercial use is not permitted; non-commercial adaptations require attribution and share-alike. License details
Hosting
10 hosted files. Inspect the file record for current availability. 20 files listed upstream.
Why listed
The catalog returned it for the search "coder". Recorded task: fill mask. Listed formats: safetensors. Recorded license: cc-by-nc-sa-4.0. This listing does not measure quality or prove runtime support.