Best Open Agent Tool-Use Models
A linked shortlist of open agent tool-use models ranked by license clarity, popularity, and neutral trust metadata. Canonical URL: https://huggingbay.xyz/answers/best-open-agent-tool-use-models.
Best Open Agent Tool-Use Models is a citation-ready Hugging Bay answer pack backed by live catalog rows. Representative rows: QuantFactory/Meta-Llama-3-8B-Instruct-function-calling-GGUF, seanpoyner/smolcode-coder-rust-1.5b-tools, bartowski/agentica-org_DeepScaleR-1.5B-Preview-GGUF, mradermacher/Dolphin3.0-Qwen2.5-0.5B-GGUF, mradermacher/Fireball-Meta-Llama-3.2-8B-Instruct-agent-003-128k-code-DPO-i1-GGUF. Use each canonical citation URL plus metadata/card endpoints for current license, trust, hosting, and download state. Canonical URL: https://huggingbay.xyz/answers/best-open-agent-tool-use-models.
Question: What are the best open agent tool-use models?
A linked shortlist of open agent tool-use models ranked by license clarity, popularity, and neutral trust metadata.
Answer pack JSON Citation pack License guide
- QuantFactory/Meta-Llama-3-8B-Instruct-function-calling-GGUF: Model from Hugging Face for llm: QuantFactory/Meta-Llama-3-8B-Instruct-function-calling-GGUF · transformers
- seanpoyner/smolcode-coder-rust-1.5b-tools: Model from Hugging Face for text generation: seanpoyner/smolcode-coder-rust-1.5b-tools · unknown
- bartowski/agentica-org_DeepScaleR-1.5B-Preview-GGUF: Model from Hugging Face for text generation: bartowski/agentica-org_DeepScaleR-1.5B-Preview-GGUF · unknown
- mradermacher/Dolphin3.0-Qwen2.5-0.5B-GGUF: Model from Hugging Face for llm: mradermacher/Dolphin3.0-Qwen2.5-0.5B-GGUF · transformers
- mradermacher/Fireball-Meta-Llama-3.2-8B-Instruct-agent-003-128k-code-DPO-i1-GGUF: Model from Hugging Face for llm: mradermacher/Fireball-Meta-Llama-3.2-8B-Instruct-agent-003-128k-code-DPO-i1-GGUF · transformers
- kxxinDave/Qwen3-0.6B-ToolGRPO: Model from Hugging Face for text generation: kxxinDave/Qwen3-0.6B-ToolGRPO · transformers
- mradermacher/granite-8b-code-instruct-128k-GGUF: Model from Hugging Face for llm: mradermacher/granite-8b-code-instruct-128k-GGUF · transformers
- mradermacher/DeepSeek-R1-Clarity-AI-Agent-2-GGUF: Model from Hugging Face for llm: mradermacher/DeepSeek-R1-Clarity-AI-Agent-2-GGUF · transformers
- mradermacher/Qwen3-8B-ShiningValiant3-GGUF: Model from Hugging Face for llm: mradermacher/Qwen3-8B-ShiningValiant3-GGUF · transformers
- mradermacher/Qwen3-4B-ShiningValiant3-GGUF: Model from Hugging Face for llm: mradermacher/Qwen3-4B-ShiningValiant3-GGUF · transformers
- mradermacher/LLDS-A-GRPO-Qwen2.5-3B-Base-MA-GGUF: Model from Hugging Face for llm: mradermacher/LLDS-A-GRPO-Qwen2.5-3B-Base-MA-GGUF · transformers
- ayanami-kitasan/code-pruner: Model from Hugging Face: ayanami-kitasan/code-pruner
Open interactive answer pack
Updated 2026-09-12 from the live catalog.