Best Small Coding/Chat Models For 8K–32K Context
Live instruction-tuned text-generation rows for a small coding/chat shortlist; use each artifact page to check declared context, files, and license instead of inferring runtime fit. Canonical URL: https://huggingbay.xyz/answers/best-small-coding-models-8k-32k.
For 8K–32K coding or chat context, start with live instruction-tuned text-generation candidates below; keep only artifacts whose canonical page declares the context you need and whose files fit your runtime. Hugging Bay does not infer context or speed from a model name, so the artifact page—not this label—is the citable source for each model’s current metadata and files. Representative rows: LiquidAI/LFM2.5-1.2B-Instruct-GGUF, Qwen/Qwen2.5-3B-Instruct-GGUF, Orion-zhen/Qwen2.5-Coder-7B-Instruct-AWQ, Qwen/Qwen2.5-3B-Instruct-AWQ, RedHatAI/Llama-3.2-1B-Instruct-FP8-dynamic. Use each canonical citation URL plus metadata/card endpoints for current license, trust, hosting, and download state. Canonical URL: https://huggingbay.xyz/answers/best-small-coding-models-8k-32k.
Question: What are the best small coding models for 8K–32K context?
Live instruction-tuned text-generation rows for a small coding/chat shortlist; use each artifact page to check declared context, files, and license instead of inferring runtime fit.
Answer pack JSON Citation pack License guide
- LiquidAI/LFM2.5-1.2B-Instruct-GGUF: Model from Hugging Face for text generation: LiquidAI/LFM2.5-1.2B-Instruct-GGUF · unknown
- Qwen/Qwen2.5-3B-Instruct-GGUF: Model from Hugging Face for text generation: Qwen/Qwen2.5-3B-Instruct-GGUF · unknown
- Orion-zhen/Qwen2.5-Coder-7B-Instruct-AWQ: Model from Hugging Face for text generation: Orion-zhen/Qwen2.5-Coder-7B-Instruct-AWQ · transformers
- Qwen/Qwen2.5-3B-Instruct-AWQ: Model from Hugging Face for text generation: Qwen/Qwen2.5-3B-Instruct-AWQ · transformers
- RedHatAI/Llama-3.2-1B-Instruct-FP8-dynamic: Model from Hugging Face for text generation: RedHatAI/Llama-3.2-1B-Instruct-FP8-dynamic · unknown
- LGAI-EXAONE/EXAONE-3.5-7.8B-Instruct-AWQ: Model from Hugging Face for text generation: LGAI-EXAONE/EXAONE-3.5-7.8B-Instruct-AWQ · transformers
- unsloth/Meta-Llama-3.1-8B-Instruct: Model from Hugging Face for text generation: unsloth/Meta-Llama-3.1-8B-Instruct · transformers
- Qwen/Qwen2.5-3B-Instruct: Model from Hugging Face for text generation: Qwen/Qwen2.5-3B-Instruct · transformers
- Qwen/Qwen2.5-Coder-3B-Instruct: Model from Hugging Face for text generation: Qwen/Qwen2.5-Coder-3B-Instruct · transformers
- casperhansen/llama-3.3-70b-instruct-awq: Model from Hugging Face for text generation: casperhansen/llama-3.3-70b-instruct-awq · transformers
- NousResearch/Meta-Llama-3.1-8B-Instruct: Model from Hugging Face for text generation: NousResearch/Meta-Llama-3.1-8B-Instruct · transformers
- deepseek-ai/deepseek-coder-6.7b-instruct: Model from Hugging Face for text generation: deepseek-ai/deepseek-coder-6.7b-instruct · transformers
Open interactive answer pack
Updated 2026-09-23 from the live catalog.