--- /dev/null
+# Function Calling
+
+[chat.h](../common/chat.h) (https://github.com/ggml-org/llama.cpp/pull/9639) adds support for [OpenAI-style function calling](https://platform.openai.com/docs/guides/function-calling) and is used in:
+- `llama-server` when started w/ `--jinja` flag
+- `llama-cli` (WIP: https://github.com/ggml-org/llama.cpp/pull/11556)
+
+## Universal support w/ Native & Generic handlers
+
+Function calling is supported for all models (see https://github.com/ggml-org/llama.cpp/pull/9639):
+
+- Native tool call formats supported:
+ - Llama 3.1 / 3.3 (including builtin tools support - tool names for `wolfram_alpha`, `web_search` / `brave_search`, `code_interpreter`), Llama 3.2
+ - Functionary v3.1 / v3.2
+ - Hermes 2/3, Qwen 2.5
+ - Qwen 2.5 Coder (WIP: https://github.com/ggml-org/llama.cpp/pull/12034)
+ - Mistral Nemo
+ - Firefunction v2
+ - Command R7B
+ - DeepSeek R1 (WIP / seems reluctant to call any tools?)
+
+- Generic tool call is supported when the template isn't recognized by native format handlers (you'll see `Chat format: Generic` in the logs).
+ - Use `--chat-template-file` to override the template when appropriate (see examples below)
+ - Generic support may consume more tokens and be less efficient than a model's native format.
+
+<details>
+<summary>Show some common templates and which format handler they use</summary>
+
+| Template | Format |
+|----------|--------|
+| Almawave-Velvet-14B.jinja | Hermes 2 Pro |
+| AtlaAI-Selene-1-Mini-Llama-3.1-8B.jinja | Llama 3.x |
+| CohereForAI-aya-expanse-8b.jinja | Generic |
+| CohereForAI-c4ai-command-r-plus-default.jinja | Generic |
+| CohereForAI-c4ai-command-r-plus-rag.jinja | Generic |
+| CohereForAI-c4ai-command-r-plus-tool_use.jinja | Generic |
+| CohereForAI-c4ai-command-r7b-12-2024-default.jinja | Command R7B (extract reasoning) |
+| CohereForAI-c4ai-command-r7b-12-2024-rag.jinja | Command R7B (extract reasoning) |
+| CohereForAI-c4ai-command-r7b-12-2024-tool_use.jinja | Command R7B (extract reasoning) |
+| CohereForAI-c4ai-command-r7b-12-2024.jinja | Generic |
+| DavieLion-Llama-3.2-1B-SPIN-iter3.jinja | Generic |
+| Delta-Vector-Rei-12B.jinja | Mistral Nemo |
+| EpistemeAI-Mistral-Nemo-Instruct-12B-Philosophy-Math.jinja | Mistral Nemo |
+| FlofloB-83k_continued_pretraining_Qwen2.5-0.5B-Instruct_Unsloth_merged_16bit.jinja | Hermes 2 Pro |
+| FlofloB-test_continued_pretraining_Phi-3-mini-4k-instruct_Unsloth_merged_16bit.jinja | Generic |
+| HelpingAI-HAI-SER.jinja | Generic |
+| HuggingFaceTB-SmolLM2-1.7B-Instruct.jinja | Generic |
+| HuggingFaceTB-SmolLM2-135M-Instruct.jinja | Generic |
+| HuggingFaceTB-SmolLM2-360M-Instruct.jinja | Generic |
+| INSAIT-Institute-BgGPT-Gemma-2-27B-IT-v1.0.jinja | Generic |
+| Ihor-Text2Graph-R1-Qwen2.5-0.5b.jinja | Hermes 2 Pro |
+| Infinigence-Megrez-3B-Instruct.jinja | Generic |
+| Josephgflowers-TinyLlama_v1.1_math_code-world-test-1.jinja | Generic |
+| LGAI-EXAONE-EXAONE-3.5-2.4B-Instruct.jinja | Generic |
+| LGAI-EXAONE-EXAONE-3.5-7.8B-Instruct.jinja | Generic |
+| LatitudeGames-Wayfarer-12B.jinja | Generic |
+| Magpie-Align-Llama-3-8B-Magpie-Align-v0.1.jinja | Generic |
+| Magpie-Align-Llama-3.1-8B-Magpie-Align-v0.1.jinja | Generic |
+| MaziyarPanahi-calme-3.2-instruct-78b.jinja | Generic |
+| MiniMaxAI-MiniMax-Text-01.jinja | Generic |
+| MiniMaxAI-MiniMax-VL-01.jinja | Generic |
+| NaniDAO-deepseek-r1-qwen-2.5-32B-ablated.jinja | DeepSeek R1 (extract reasoning) |
+| NexaAIDev-Octopus-v2.jinja | Generic |
+| NousResearch-Hermes-2-Pro-Llama-3-8B-default.jinja | Generic |
+| NousResearch-Hermes-2-Pro-Llama-3-8B-tool_use.jinja | Hermes 2 Pro |
+| NousResearch-Hermes-2-Pro-Mistral-7B-default.jinja | Generic |
+| NousResearch-Hermes-2-Pro-Mistral-7B-tool_use.jinja | Hermes 2 Pro |
+| NousResearch-Hermes-3-Llama-3.1-70B-default.jinja | Generic |
+| NousResearch-Hermes-3-Llama-3.1-70B-tool_use.jinja | Hermes 2 Pro |
+| NovaSky-AI-Sky-T1-32B-Flash.jinja | Hermes 2 Pro |
+| NovaSky-AI-Sky-T1-32B-Preview.jinja | Hermes 2 Pro |
+| OnlyCheeini-greesychat-turbo.jinja | Generic |
+| Orenguteng-Llama-3.1-8B-Lexi-Uncensored-V2.jinja | Llama 3.x |
+| OrionStarAI-Orion-14B-Chat.jinja | Generic |
+| PowerInfer-SmallThinker-3B-Preview.jinja | Generic |
+| PrimeIntellect-INTELLECT-1-Instruct.jinja | Generic |
+| Qwen-QVQ-72B-Preview.jinja | Generic |
+| Qwen-QwQ-32B-Preview.jinja | Hermes 2 Pro |
+| Qwen-Qwen1.5-7B-Chat.jinja | Generic |
+| Qwen-Qwen2-7B-Instruct.jinja | Generic |
+| Qwen-Qwen2-VL-72B-Instruct.jinja | Generic |
+| Qwen-Qwen2-VL-7B-Instruct.jinja | Generic |
+| Qwen-Qwen2.5-0.5B.jinja | Hermes 2 Pro |
+| Qwen-Qwen2.5-1.5B-Instruct.jinja | Hermes 2 Pro |
+| Qwen-Qwen2.5-14B-Instruct-1M.jinja | Hermes 2 Pro |
+| Qwen-Qwen2.5-14B.jinja | Hermes 2 Pro |
+| Qwen-Qwen2.5-32B-Instruct.jinja | Hermes 2 Pro |
+| Qwen-Qwen2.5-32B.jinja | Hermes 2 Pro |
+| Qwen-Qwen2.5-3B-Instruct.jinja | Hermes 2 Pro |
+| Qwen-Qwen2.5-72B-Instruct.jinja | Hermes 2 Pro |
+| Qwen-Qwen2.5-7B-Instruct-1M.jinja | Hermes 2 Pro |
+| Qwen-Qwen2.5-7B-Instruct.jinja | Hermes 2 Pro |
+| Qwen-Qwen2.5-7B.jinja | Hermes 2 Pro |
+| Qwen-Qwen2.5-Coder-32B-Instruct.jinja | Hermes 2 Pro |
+| Qwen-Qwen2.5-Coder-7B-Instruct.jinja | Hermes 2 Pro |
+| Qwen-Qwen2.5-Math-1.5B.jinja | Hermes 2 Pro |
+| Qwen-Qwen2.5-Math-7B-Instruct.jinja | Hermes 2 Pro |
+| Qwen-Qwen2.5-VL-3B-Instruct.jinja | Hermes 2 Pro |
+| Qwen-Qwen2.5-VL-72B-Instruct.jinja | Hermes 2 Pro |
+| Qwen-Qwen2.5-VL-7B-Instruct.jinja | Hermes 2 Pro |
+| RWKV-Red-Team-ARWKV-7B-Preview-0.1.jinja | Hermes 2 Pro |
+| SakanaAI-TinySwallow-1.5B-Instruct.jinja | Hermes 2 Pro |
+| SakanaAI-TinySwallow-1.5B.jinja | Hermes 2 Pro |
+| Sao10K-70B-L3.3-Cirrus-x1.jinja | Llama 3.x |
+| SentientAGI-Dobby-Mini-Leashed-Llama-3.1-8B.jinja | Llama 3.x |
+| SentientAGI-Dobby-Mini-Unhinged-Llama-3.1-8B.jinja | Llama 3.x |
+| Steelskull-L3.3-Damascus-R1.jinja | Llama 3.x |
+| Steelskull-L3.3-MS-Nevoria-70b.jinja | Llama 3.x |
+| Steelskull-L3.3-Nevoria-R1-70b.jinja | Llama 3.x |
+| THUDM-glm-4-9b-chat.jinja | Generic |
+| THUDM-glm-edge-1.5b-chat.jinja | Generic |
+| Tarek07-Progenitor-V1.1-LLaMa-70B.jinja | Llama 3.x |
+| TheBloke-FusionNet_34Bx2_MoE-AWQ.jinja | Generic |
+| TinyLlama-TinyLlama-1.1B-Chat-v1.0.jinja | Generic |
+| UCLA-AGI-Mistral7B-PairRM-SPPO-Iter3.jinja | Generic |
+| ValiantLabs-Llama3.1-8B-Enigma.jinja | Llama 3.x |
+| abacusai-Fewshot-Metamath-OrcaVicuna-Mistral.jinja | Generic |
+| ai21labs-AI21-Jamba-1.5-Large.jinja | Generic |
+| allenai-Llama-3.1-Tulu-3-405B-SFT.jinja | Generic |
+| allenai-Llama-3.1-Tulu-3-405B.jinja | Generic |
+| allenai-Llama-3.1-Tulu-3-8B.jinja | Generic |
+| arcee-ai-Virtuoso-Lite.jinja | Hermes 2 Pro |
+| arcee-ai-Virtuoso-Medium-v2.jinja | Hermes 2 Pro |
+| arcee-ai-Virtuoso-Small-v2.jinja | Hermes 2 Pro |
+| avemio-GRAG-NEMO-12B-ORPO-HESSIAN-AI.jinja | Generic |
+| bespokelabs-Bespoke-Stratos-7B.jinja | Hermes 2 Pro |
+| bfuzzy1-acheron-m1a-llama.jinja | Generic |
+| bofenghuang-vigogne-2-70b-chat.jinja | Generic |
+| bytedance-research-UI-TARS-72B-DPO.jinja | Generic |
+| bytedance-research-UI-TARS-7B-DPO.jinja | Generic |
+| bytedance-research-UI-TARS-7B-SFT.jinja | Generic |
+| carsenk-phi3.5_mini_exp_825_uncensored.jinja | Generic |
+| cyberagent-DeepSeek-R1-Distill-Qwen-14B-Japanese.jinja | DeepSeek R1 (extract reasoning) |
+| cyberagent-DeepSeek-R1-Distill-Qwen-32B-Japanese.jinja | DeepSeek R1 (extract reasoning) |
+| databricks-dbrx-instruct.jinja | Generic |
+| deepseek-ai-DeepSeek-Coder-V2-Instruct.jinja | Generic |
+| deepseek-ai-DeepSeek-Coder-V2-Lite-Base.jinja | Generic |
+| deepseek-ai-DeepSeek-Coder-V2-Lite-Instruct.jinja | Generic |
+| deepseek-ai-DeepSeek-R1-Distill-Llama-70B.jinja | DeepSeek R1 (extract reasoning) |
+| deepseek-ai-DeepSeek-R1-Distill-Llama-8B.jinja | DeepSeek R1 (extract reasoning) |
+| deepseek-ai-DeepSeek-R1-Distill-Qwen-1.5B.jinja | DeepSeek R1 (extract reasoning) |
+| deepseek-ai-DeepSeek-R1-Distill-Qwen-14B.jinja | DeepSeek R1 (extract reasoning) |
+| deepseek-ai-DeepSeek-R1-Distill-Qwen-32B.jinja | DeepSeek R1 (extract reasoning) |
+| deepseek-ai-DeepSeek-R1-Distill-Qwen-7B.jinja | DeepSeek R1 (extract reasoning) |
+| deepseek-ai-DeepSeek-R1-Zero.jinja | DeepSeek R1 (extract reasoning) |
+| deepseek-ai-DeepSeek-R1.jinja | DeepSeek R1 (extract reasoning) |
+| deepseek-ai-DeepSeek-V2-Lite.jinja | Generic |
+| deepseek-ai-DeepSeek-V2.5.jinja | DeepSeek R1 (extract reasoning) |
+| deepseek-ai-DeepSeek-V3.jinja | DeepSeek R1 (extract reasoning) |
+| deepseek-ai-deepseek-coder-33b-instruct.jinja | Generic |
+| deepseek-ai-deepseek-coder-6.7b-instruct.jinja | Generic |
+| deepseek-ai-deepseek-coder-7b-instruct-v1.5.jinja | Generic |
+| deepseek-ai-deepseek-llm-67b-chat.jinja | Generic |
+| deepseek-ai-deepseek-llm-7b-chat.jinja | Generic |
+| dicta-il-dictalm2.0-instruct.jinja | Generic |
+| ehristoforu-Falcon3-8B-Franken-Basestruct.jinja | Hermes 2 Pro |
+| fireworks-ai-llama-3-firefunction-v2.jinja | FireFunction v2 |
+| godlikehhd-alpaca_data_sampled_ifd_new_5200.jinja | Hermes 2 Pro |
+| godlikehhd-alpaca_data_score_max_0.7_2600.jinja | Hermes 2 Pro |
+| google-gemma-2-27b-it.jinja | Generic |
+| google-gemma-2-2b-it.jinja | Generic |
+| google-gemma-2-2b-jpn-it.jinja | Generic |
+| google-gemma-7b-it.jinja | Generic |
+| huihui-ai-DeepSeek-R1-Distill-Llama-70B-abliterated.jinja | DeepSeek R1 (extract reasoning) |
+| huihui-ai-DeepSeek-R1-Distill-Llama-8B-abliterated.jinja | DeepSeek R1 (extract reasoning) |
+| huihui-ai-DeepSeek-R1-Distill-Qwen-14B-abliterated-v2.jinja | DeepSeek R1 (extract reasoning) |
+| huihui-ai-DeepSeek-R1-Distill-Qwen-32B-abliterated.jinja | DeepSeek R1 (extract reasoning) |
+| huihui-ai-DeepSeek-R1-Distill-Qwen-7B-abliterated-v2.jinja | DeepSeek R1 (extract reasoning) |
+| huihui-ai-Qwen2.5-14B-Instruct-1M-abliterated.jinja | Hermes 2 Pro |
+| ibm-granite-granite-3.1-8b-instruct.jinja | Generic |
+| indischepartij-MiniCPM-3B-OpenHermes-2.5-v2.jinja | Generic |
+| inflatebot-MN-12B-Mag-Mell-R1.jinja | Generic |
+| jinaai-ReaderLM-v2.jinja | Generic |
+| kms7530-chemeng_qwen-math-7b_24_1_100_1_nonmath.jinja | Hermes 2 Pro |
+| knifeayumu-Cydonia-v1.3-Magnum-v4-22B.jinja | Mistral Nemo |
+| langgptai-qwen1.5-7b-chat-sa-v0.1.jinja | Generic |
+| lightblue-DeepSeek-R1-Distill-Qwen-7B-Japanese.jinja | DeepSeek R1 (extract reasoning) |
+| mattshumer-Reflection-Llama-3.1-70B.jinja | Generic |
+| meetkai-functionary-medium-v3.1.jinja | Functionary v3.1 Llama 3.1 |
+| meetkai-functionary-medium-v3.2.jinja | Functionary v3.2 |
+| meta-llama-Llama-2-7b-chat-hf.jinja | Generic |
+| meta-llama-Llama-3.1-8B-Instruct.jinja | Llama 3.x |
+| meta-llama-Llama-3.2-11B-Vision-Instruct.jinja | Llama 3.x |
+| meta-llama-Llama-3.2-1B-Instruct.jinja | Llama 3.x |
+| meta-llama-Llama-3.2-3B-Instruct.jinja | Llama 3.x |
+| meta-llama-Llama-3.3-70B-Instruct.jinja | Llama 3.x |
+| meta-llama-Meta-Llama-3-8B-Instruct.jinja | Generic |
+| meta-llama-Meta-Llama-3.1-8B-Instruct.jinja | Llama 3.x |
+| microsoft-Phi-3-medium-4k-instruct.jinja | Generic |
+| microsoft-Phi-3-mini-4k-instruct.jinja | Generic |
+| microsoft-Phi-3-small-8k-instruct.jinja | Generic |
+| microsoft-Phi-3.5-mini-instruct.jinja | Generic |
+| microsoft-Phi-3.5-vision-instruct.jinja | Generic |
+| microsoft-phi-4.jinja | Generic |
+| migtissera-Tess-3-Mistral-Nemo-12B.jinja | Generic |
+| ministral-Ministral-3b-instruct.jinja | Generic |
+| mistralai-Codestral-22B-v0.1.jinja | Generic |
+| mistralai-Mistral-7B-Instruct-v0.1.jinja | Generic |
+| mistralai-Mistral-7B-Instruct-v0.2.jinja | Generic |
+| mistralai-Mistral-7B-Instruct-v0.3.jinja | Mistral Nemo |
+| mistralai-Mistral-Large-Instruct-2407.jinja | Mistral Nemo |
+| mistralai-Mistral-Large-Instruct-2411.jinja | Generic |
+| mistralai-Mistral-Nemo-Instruct-2407.jinja | Mistral Nemo |
+| mistralai-Mistral-Small-24B-Instruct-2501.jinja | Generic |
+| mistralai-Mixtral-8x7B-Instruct-v0.1.jinja | Generic |
+| mkurman-Qwen2.5-14B-DeepSeek-R1-1M.jinja | Hermes 2 Pro |
+| mlabonne-AlphaMonarch-7B.jinja | Generic |
+| mlx-community-Josiefied-Qwen2.5-0.5B-Instruct-abliterated-v1-float32.jinja | Hermes 2 Pro |
+| mlx-community-Qwen2.5-VL-7B-Instruct-8bit.jinja | Hermes 2 Pro |
+| mobiuslabsgmbh-DeepSeek-R1-ReDistill-Qwen-1.5B-v1.1.jinja | DeepSeek R1 (extract reasoning) |
+| netcat420-MFANNv0.20.jinja | Generic |
+| netcat420-MFANNv0.24.jinja | Generic |
+| netease-youdao-Confucius-o1-14B.jinja | Hermes 2 Pro |
+| nvidia-AceMath-7B-RM.jinja | Hermes 2 Pro |
+| nvidia-Eagle2-1B.jinja | Hermes 2 Pro |
+| nvidia-Eagle2-9B.jinja | Hermes 2 Pro |
+| nvidia-Llama-3.1-Nemotron-70B-Instruct-HF.jinja | Llama 3.x |
+| onnx-community-DeepSeek-R1-Distill-Qwen-1.5B-ONNX.jinja | DeepSeek R1 (extract reasoning) |
+| open-thoughts-OpenThinker-7B.jinja | Hermes 2 Pro |
+| openchat-openchat-3.5-0106.jinja | Generic |
+| pankajmathur-orca_mini_v6_8b.jinja | Generic |
+| princeton-nlp-Mistral-7B-Base-SFT-RDPO.jinja | Generic |
+| princeton-nlp-Mistral-7B-Instruct-DPO.jinja | Generic |
+| princeton-nlp-Mistral-7B-Instruct-RDPO.jinja | Generic |
+| prithivMLmods-Bellatrix-Tiny-1.5B-R1.jinja | Hermes 2 Pro |
+| prithivMLmods-Bellatrix-Tiny-1B-R1.jinja | Llama 3.x |
+| prithivMLmods-Bellatrix-Tiny-1B-v3.jinja | Generic |
+| prithivMLmods-Bellatrix-Tiny-3B-R1.jinja | Llama 3.x |
+| prithivMLmods-Blaze-14B-xElite.jinja | Generic |
+| prithivMLmods-Calcium-Opus-14B-Elite2-R1.jinja | Hermes 2 Pro |
+| prithivMLmods-Calme-Ties-78B.jinja | Generic |
+| prithivMLmods-Calme-Ties2-78B.jinja | Generic |
+| prithivMLmods-Calme-Ties3-78B.jinja | Generic |
+| prithivMLmods-ChemQwen2-vL.jinja | Generic |
+| prithivMLmods-GWQ2b.jinja | Generic |
+| prithivMLmods-LatexMind-2B-Codec.jinja | Generic |
+| prithivMLmods-Llama-3.2-6B-AlgoCode.jinja | Llama 3.x |
+| prithivMLmods-Megatron-Opus-14B-Exp.jinja | Hermes 2 Pro |
+| prithivMLmods-Megatron-Opus-14B-Stock.jinja | Hermes 2 Pro |
+| prithivMLmods-Megatron-Opus-7B-Exp.jinja | Hermes 2 Pro |
+| prithivMLmods-Omni-Reasoner-Merged.jinja | Hermes 2 Pro |
+| prithivMLmods-Omni-Reasoner4-Merged.jinja | Hermes 2 Pro |
+| prithivMLmods-Primal-Opus-14B-Optimus-v1.jinja | Hermes 2 Pro |
+| prithivMLmods-QwQ-Math-IO-500M.jinja | Hermes 2 Pro |
+| prithivMLmods-Qwen-7B-Distill-Reasoner.jinja | DeepSeek R1 (extract reasoning) |
+| prithivMLmods-Qwen2.5-1.5B-DeepSeek-R1-Instruct.jinja | Hermes 2 Pro |
+| prithivMLmods-Qwen2.5-14B-DeepSeek-R1-1M.jinja | Hermes 2 Pro |
+| prithivMLmods-Qwen2.5-32B-DeepSeek-R1-Instruct.jinja | Hermes 2 Pro |
+| prithivMLmods-Qwen2.5-7B-DeepSeek-R1-1M.jinja | Hermes 2 Pro |
+| prithivMLmods-Triangulum-v2-10B.jinja | Hermes 2 Pro |
+| qingy2024-Falcon3-2x10B-MoE-Instruct.jinja | Hermes 2 Pro |
+| rubenroy-Zurich-14B-GCv2-5m.jinja | Hermes 2 Pro |
+| rubenroy-Zurich-7B-GCv2-5m.jinja | Hermes 2 Pro |
+| silma-ai-SILMA-Kashif-2B-Instruct-v1.0.jinja | Generic |
+| simplescaling-s1-32B.jinja | Hermes 2 Pro |
+| sometimesanotion-Lamarck-14B-v0.7.jinja | Hermes 2 Pro |
+| sonthenguyen-zephyr-sft-bnb-4bit-DPO-mtbr-180steps.jinja | Generic |
+| sthenno-tempesthenno-icy-0130.jinja | Generic |
+| sumink-qwft.jinja | Hermes 2 Pro |
+| teknium-OpenHermes-2.5-Mistral-7B.jinja | Generic |
+| thirdeyeai-elevate360m.jinja | Generic |
+| tiiuae-Falcon3-10B-Instruct.jinja | Hermes 2 Pro |
+| unsloth-DeepSeek-R1-Distill-Llama-8B-unsloth-bnb-4bit.jinja | DeepSeek R1 (extract reasoning) |
+| unsloth-DeepSeek-R1-Distill-Llama-8B.jinja | DeepSeek R1 (extract reasoning) |
+| unsloth-DeepSeek-R1.jinja | DeepSeek R1 (extract reasoning) |
+| unsloth-Mistral-Small-24B-Instruct-2501-unsloth-bnb-4bit.jinja | Generic |
+| upstage-solar-pro-preview-instruct.jinja | Generic |
+| whyhow-ai-PatientSeek.jinja | Generic |
+| xwen-team-Xwen-72B-Chat.jinja | Hermes 2 Pro |
+| xwen-team-Xwen-7B-Chat.jinja | Hermes 2 Pro |
+
+This table can be generated with:
+
+```bash
+./build/bin/test-chat ../minja/build/tests/*.jinja 2>/dev/null
+```
+
+</details>
+
+# Usage - need tool-aware Jinja template
+
+First, start a server with any model, but make sure it has a tools-enabled template: you can verify this by inspecting the `chat_template` or `chat_template_tool_use` properties in `http://localhost:8080/props`).
+
+Here are some models known to work (w/ chat template override when needed):
+
+```shell
+# Native support:
+
+llama-server --jinja -fa -hf bartowski/Qwen2.5-7B-Instruct-GGUF:Q4_K_M
+llama-server --jinja -fa -hf bartowski/Mistral-Nemo-Instruct-2407-GGUF:Q6_K_L
+llama-server --jinja -fa -hf bartowski/functionary-small-v3.2-GGUF:Q4_K_M
+llama-server --jinja -fa -hf bartowski/Llama-3.3-70B-Instruct-GGUF:Q4_K_M
+
+# Native support for DeepSeek R1 works best w/ our own template (official template buggy)
+
+llama-server --jinja -fa -hf bartowski/DeepSeek-R1-Distill-Qwen-7B-GGUF:Q6_K_L \
+--chat-template-file models/templates/llama-cpp-deepseek-r1.jinja
+
+llama-server --jinja -fa -hf bartowski/DeepSeek-R1-Distill-Qwen-32B-GGUF:Q4_K_M \
+--chat-template-file models/templates/llama-cpp-deepseek-r1.jinja
+
+# Native support requires the right template for these GGUFs:
+
+llama-server --jinja -fa -hf bartowski/Hermes-2-Pro-Llama-3-8B-GGUF:Q4_K_M \
+--chat-template-file <( python scripts/get_chat_template.py NousResearch/Hermes-2-Pro-Llama-3-8B tool_use )
+
+llama-server --jinja -fa -hf bartowski/Hermes-3-Llama-3.1-8B-GGUF:Q4_K_M \
+--chat-template-file <( python scripts/get_chat_template.py NousResearch/Hermes-3-Llama-3.1-8B tool_use )
+
+llama-server --jinja -fa -hf bartowski/firefunction-v2-GGUF -hff firefunction-v2-IQ1_M.gguf \
+--chat-template-file <( python scripts/get_chat_template.py fireworks-ai/llama-3-firefunction-v2 tool_use )
+
+llama-server --jinja -fa -hf bartowski/c4ai-command-r7b-12-2024-GGUF:Q6_K_L \
+--chat-template-file <( python scripts/get_chat_template.py CohereForAI/c4ai-command-r7b-12-2024 tool_use )
+
+# Generic format support
+llama-server --jinja -fa -hf bartowski/phi-4-GGUF:Q4_0
+llama-server --jinja -fa -hf bartowski/gemma-2-2b-it-GGUF:Q8_0
+llama-server --jinja -fa -hf bartowski/c4ai-command-r-v01-GGUF:Q2_K
+```
+
+> [!TIP]
+> If there is no official `tool_use` Jinja template, you may want to set `--chat-template chatml` to use a default that works with many models (YMMV!), or write your own (e.g. we provide a custom [llama-cpp-deepseek-r1.jinja](../models/templates/llama-cpp-deepseek-r1.jinja) for DeepSeek R1 distills)
+
+Test in CLI (or with any library / software that can use OpenAI-compatible API backends):
+
+```bash
+curl http://localhost:8080/v1/chat/completions -d '{
+"model": "gpt-3.5-turbo",
+"tools": [
+ {
+ "type":"function",
+ "function":{
+ "name":"python",
+ "description":"Runs code in an ipython interpreter and returns the result of the execution after 60 seconds.",
+ "parameters":{
+ "type":"object",
+ "properties":{
+ "code":{
+ "type":"string",
+ "description":"The code to run in the ipython interpreter."
+ }
+ },
+ "required":["code"]
+ }
+ }
+ }
+],
+"messages": [
+ {
+ "role": "user",
+ "content": "Print a hello world message with python."
+ }
+]
+}'
+```
+
+<details>
+<summary>Show output</summary>
+
+```json
+{
+"choices": [
+ {
+ "finish_reason": "tool",
+ "index": 0,
+ "message": {
+ "content": null,
+ "tool_calls": [
+ {
+ "name": "python",
+ "arguments": "{\"code\":\" \\nprint(\\\"Hello, World!\\\")\"}"
+ }
+ ],
+ "role": "assistant"
+ }
+ }
+],
+"created": 1727287211,
+"model": "gpt-3.5-turbo",
+"object": "chat.completion",
+"usage": {
+ "completion_tokens": 16,
+ "prompt_tokens": 44,
+ "total_tokens": 60
+},
+"id": "chatcmpl-Htbgh9feMmGM0LEH2hmQvwsCxq3c6Ni8"
+}
+```
+
+</details>
* Multimodal (wip)
* Monitoring endpoints
* Schema-constrained JSON response format
+ * [Function calling](../../docs/function-calling.md) / tool use for ~any model
The project is under active development, and we are [looking for feedback and contributors](https://github.com/ggml-org/llama.cpp/issues/4216).
*Tool call support*
-[Function calling](https://platform.openai.com/docs/guides/function-calling) is supported for all models (see https://github.com/ggml-org/llama.cpp/pull/9639):
-
-- Requires `--jinja` flag
-- Native tool call formats supported:
- - Llama 3.1 / 3.3 (including builtin tools support - tool names for `wolfram_alpha`, `web_search` / `brave_search`, `code_interpreter`), Llama 3.2
- - Functionary v3.1 / v3.2
- - Hermes 2/3, Qwen 2.5
- - Mistral Nemo
- - Firefunction v2
- - Command R7B
- - DeepSeek R1 (WIP / seems reluctant to call any tools?)
-
- <details>
- <summary>Show some common templates and which format handler they use</summary>
-
- | Template | Format |
- |----------|--------|
- | Almawave-Velvet-14B.jinja | Hermes 2 Pro |
- | AtlaAI-Selene-1-Mini-Llama-3.1-8B.jinja | Llama 3.x |
- | CohereForAI-aya-expanse-8b.jinja | Generic |
- | CohereForAI-c4ai-command-r-plus-default.jinja | Generic |
- | CohereForAI-c4ai-command-r-plus-rag.jinja | Generic |
- | CohereForAI-c4ai-command-r-plus-tool_use.jinja | Generic |
- | CohereForAI-c4ai-command-r7b-12-2024-default.jinja | Command R7B (extract reasoning) |
- | CohereForAI-c4ai-command-r7b-12-2024-rag.jinja | Command R7B (extract reasoning) |
- | CohereForAI-c4ai-command-r7b-12-2024-tool_use.jinja | Command R7B (extract reasoning) |
- | CohereForAI-c4ai-command-r7b-12-2024.jinja | Generic |
- | DavieLion-Llama-3.2-1B-SPIN-iter3.jinja | Generic |
- | Delta-Vector-Rei-12B.jinja | Mistral Nemo |
- | EpistemeAI-Mistral-Nemo-Instruct-12B-Philosophy-Math.jinja | Mistral Nemo |
- | FlofloB-83k_continued_pretraining_Qwen2.5-0.5B-Instruct_Unsloth_merged_16bit.jinja | Hermes 2 Pro |
- | FlofloB-test_continued_pretraining_Phi-3-mini-4k-instruct_Unsloth_merged_16bit.jinja | Generic |
- | HelpingAI-HAI-SER.jinja | Generic |
- | HuggingFaceTB-SmolLM2-1.7B-Instruct.jinja | Generic |
- | HuggingFaceTB-SmolLM2-135M-Instruct.jinja | Generic |
- | HuggingFaceTB-SmolLM2-360M-Instruct.jinja | Generic |
- | INSAIT-Institute-BgGPT-Gemma-2-27B-IT-v1.0.jinja | Generic |
- | Ihor-Text2Graph-R1-Qwen2.5-0.5b.jinja | Hermes 2 Pro |
- | Infinigence-Megrez-3B-Instruct.jinja | Generic |
- | Josephgflowers-TinyLlama_v1.1_math_code-world-test-1.jinja | Generic |
- | LGAI-EXAONE-EXAONE-3.5-2.4B-Instruct.jinja | Generic |
- | LGAI-EXAONE-EXAONE-3.5-7.8B-Instruct.jinja | Generic |
- | LatitudeGames-Wayfarer-12B.jinja | Generic |
- | Magpie-Align-Llama-3-8B-Magpie-Align-v0.1.jinja | Generic |
- | Magpie-Align-Llama-3.1-8B-Magpie-Align-v0.1.jinja | Generic |
- | MaziyarPanahi-calme-3.2-instruct-78b.jinja | Generic |
- | MiniMaxAI-MiniMax-Text-01.jinja | Generic |
- | MiniMaxAI-MiniMax-VL-01.jinja | Generic |
- | NaniDAO-deepseek-r1-qwen-2.5-32B-ablated.jinja | DeepSeek R1 (extract reasoning) |
- | NexaAIDev-Octopus-v2.jinja | Generic |
- | NousResearch-Hermes-2-Pro-Llama-3-8B-default.jinja | Generic |
- | NousResearch-Hermes-2-Pro-Llama-3-8B-tool_use.jinja | Hermes 2 Pro |
- | NousResearch-Hermes-2-Pro-Mistral-7B-default.jinja | Generic |
- | NousResearch-Hermes-2-Pro-Mistral-7B-tool_use.jinja | Hermes 2 Pro |
- | NousResearch-Hermes-3-Llama-3.1-70B-default.jinja | Generic |
- | NousResearch-Hermes-3-Llama-3.1-70B-tool_use.jinja | Hermes 2 Pro |
- | NovaSky-AI-Sky-T1-32B-Flash.jinja | Hermes 2 Pro |
- | NovaSky-AI-Sky-T1-32B-Preview.jinja | Hermes 2 Pro |
- | OnlyCheeini-greesychat-turbo.jinja | Generic |
- | Orenguteng-Llama-3.1-8B-Lexi-Uncensored-V2.jinja | Llama 3.x |
- | OrionStarAI-Orion-14B-Chat.jinja | Generic |
- | PowerInfer-SmallThinker-3B-Preview.jinja | Generic |
- | PrimeIntellect-INTELLECT-1-Instruct.jinja | Generic |
- | Qwen-QVQ-72B-Preview.jinja | Generic |
- | Qwen-QwQ-32B-Preview.jinja | Hermes 2 Pro |
- | Qwen-Qwen1.5-7B-Chat.jinja | Generic |
- | Qwen-Qwen2-7B-Instruct.jinja | Generic |
- | Qwen-Qwen2-VL-72B-Instruct.jinja | Generic |
- | Qwen-Qwen2-VL-7B-Instruct.jinja | Generic |
- | Qwen-Qwen2.5-0.5B.jinja | Hermes 2 Pro |
- | Qwen-Qwen2.5-1.5B-Instruct.jinja | Hermes 2 Pro |
- | Qwen-Qwen2.5-14B-Instruct-1M.jinja | Hermes 2 Pro |
- | Qwen-Qwen2.5-14B.jinja | Hermes 2 Pro |
- | Qwen-Qwen2.5-32B-Instruct.jinja | Hermes 2 Pro |
- | Qwen-Qwen2.5-32B.jinja | Hermes 2 Pro |
- | Qwen-Qwen2.5-3B-Instruct.jinja | Hermes 2 Pro |
- | Qwen-Qwen2.5-72B-Instruct.jinja | Hermes 2 Pro |
- | Qwen-Qwen2.5-7B-Instruct-1M.jinja | Hermes 2 Pro |
- | Qwen-Qwen2.5-7B-Instruct.jinja | Hermes 2 Pro |
- | Qwen-Qwen2.5-7B.jinja | Hermes 2 Pro |
- | Qwen-Qwen2.5-Coder-32B-Instruct.jinja | Hermes 2 Pro |
- | Qwen-Qwen2.5-Coder-7B-Instruct.jinja | Hermes 2 Pro |
- | Qwen-Qwen2.5-Math-1.5B.jinja | Hermes 2 Pro |
- | Qwen-Qwen2.5-Math-7B-Instruct.jinja | Hermes 2 Pro |
- | Qwen-Qwen2.5-VL-3B-Instruct.jinja | Hermes 2 Pro |
- | Qwen-Qwen2.5-VL-72B-Instruct.jinja | Hermes 2 Pro |
- | Qwen-Qwen2.5-VL-7B-Instruct.jinja | Hermes 2 Pro |
- | RWKV-Red-Team-ARWKV-7B-Preview-0.1.jinja | Hermes 2 Pro |
- | SakanaAI-TinySwallow-1.5B-Instruct.jinja | Hermes 2 Pro |
- | SakanaAI-TinySwallow-1.5B.jinja | Hermes 2 Pro |
- | Sao10K-70B-L3.3-Cirrus-x1.jinja | Llama 3.x |
- | SentientAGI-Dobby-Mini-Leashed-Llama-3.1-8B.jinja | Llama 3.x |
- | SentientAGI-Dobby-Mini-Unhinged-Llama-3.1-8B.jinja | Llama 3.x |
- | Steelskull-L3.3-Damascus-R1.jinja | Llama 3.x |
- | Steelskull-L3.3-MS-Nevoria-70b.jinja | Llama 3.x |
- | Steelskull-L3.3-Nevoria-R1-70b.jinja | Llama 3.x |
- | THUDM-glm-4-9b-chat.jinja | Generic |
- | THUDM-glm-edge-1.5b-chat.jinja | Generic |
- | Tarek07-Progenitor-V1.1-LLaMa-70B.jinja | Llama 3.x |
- | TheBloke-FusionNet_34Bx2_MoE-AWQ.jinja | Generic |
- | TinyLlama-TinyLlama-1.1B-Chat-v1.0.jinja | Generic |
- | UCLA-AGI-Mistral7B-PairRM-SPPO-Iter3.jinja | Generic |
- | ValiantLabs-Llama3.1-8B-Enigma.jinja | Llama 3.x |
- | abacusai-Fewshot-Metamath-OrcaVicuna-Mistral.jinja | Generic |
- | ai21labs-AI21-Jamba-1.5-Large.jinja | Generic |
- | allenai-Llama-3.1-Tulu-3-405B-SFT.jinja | Generic |
- | allenai-Llama-3.1-Tulu-3-405B.jinja | Generic |
- | allenai-Llama-3.1-Tulu-3-8B.jinja | Generic |
- | arcee-ai-Virtuoso-Lite.jinja | Hermes 2 Pro |
- | arcee-ai-Virtuoso-Medium-v2.jinja | Hermes 2 Pro |
- | arcee-ai-Virtuoso-Small-v2.jinja | Hermes 2 Pro |
- | avemio-GRAG-NEMO-12B-ORPO-HESSIAN-AI.jinja | Generic |
- | bespokelabs-Bespoke-Stratos-7B.jinja | Hermes 2 Pro |
- | bfuzzy1-acheron-m1a-llama.jinja | Generic |
- | bofenghuang-vigogne-2-70b-chat.jinja | Generic |
- | bytedance-research-UI-TARS-72B-DPO.jinja | Generic |
- | bytedance-research-UI-TARS-7B-DPO.jinja | Generic |
- | bytedance-research-UI-TARS-7B-SFT.jinja | Generic |
- | carsenk-phi3.5_mini_exp_825_uncensored.jinja | Generic |
- | cyberagent-DeepSeek-R1-Distill-Qwen-14B-Japanese.jinja | DeepSeek R1 (extract reasoning) |
- | cyberagent-DeepSeek-R1-Distill-Qwen-32B-Japanese.jinja | DeepSeek R1 (extract reasoning) |
- | databricks-dbrx-instruct.jinja | Generic |
- | deepseek-ai-DeepSeek-Coder-V2-Instruct.jinja | Generic |
- | deepseek-ai-DeepSeek-Coder-V2-Lite-Base.jinja | Generic |
- | deepseek-ai-DeepSeek-Coder-V2-Lite-Instruct.jinja | Generic |
- | deepseek-ai-DeepSeek-R1-Distill-Llama-70B.jinja | DeepSeek R1 (extract reasoning) |
- | deepseek-ai-DeepSeek-R1-Distill-Llama-8B.jinja | DeepSeek R1 (extract reasoning) |
- | deepseek-ai-DeepSeek-R1-Distill-Qwen-1.5B.jinja | DeepSeek R1 (extract reasoning) |
- | deepseek-ai-DeepSeek-R1-Distill-Qwen-14B.jinja | DeepSeek R1 (extract reasoning) |
- | deepseek-ai-DeepSeek-R1-Distill-Qwen-32B.jinja | DeepSeek R1 (extract reasoning) |
- | deepseek-ai-DeepSeek-R1-Distill-Qwen-7B.jinja | DeepSeek R1 (extract reasoning) |
- | deepseek-ai-DeepSeek-R1-Zero.jinja | DeepSeek R1 (extract reasoning) |
- | deepseek-ai-DeepSeek-R1.jinja | DeepSeek R1 (extract reasoning) |
- | deepseek-ai-DeepSeek-V2-Lite.jinja | Generic |
- | deepseek-ai-DeepSeek-V2.5.jinja | DeepSeek R1 (extract reasoning) |
- | deepseek-ai-DeepSeek-V3.jinja | DeepSeek R1 (extract reasoning) |
- | deepseek-ai-deepseek-coder-33b-instruct.jinja | Generic |
- | deepseek-ai-deepseek-coder-6.7b-instruct.jinja | Generic |
- | deepseek-ai-deepseek-coder-7b-instruct-v1.5.jinja | Generic |
- | deepseek-ai-deepseek-llm-67b-chat.jinja | Generic |
- | deepseek-ai-deepseek-llm-7b-chat.jinja | Generic |
- | dicta-il-dictalm2.0-instruct.jinja | Generic |
- | ehristoforu-Falcon3-8B-Franken-Basestruct.jinja | Hermes 2 Pro |
- | fireworks-ai-llama-3-firefunction-v2.jinja | FireFunction v2 |
- | godlikehhd-alpaca_data_sampled_ifd_new_5200.jinja | Hermes 2 Pro |
- | godlikehhd-alpaca_data_score_max_0.7_2600.jinja | Hermes 2 Pro |
- | google-gemma-2-27b-it.jinja | Generic |
- | google-gemma-2-2b-it.jinja | Generic |
- | google-gemma-2-2b-jpn-it.jinja | Generic |
- | google-gemma-7b-it.jinja | Generic |
- | huihui-ai-DeepSeek-R1-Distill-Llama-70B-abliterated.jinja | DeepSeek R1 (extract reasoning) |
- | huihui-ai-DeepSeek-R1-Distill-Llama-8B-abliterated.jinja | DeepSeek R1 (extract reasoning) |
- | huihui-ai-DeepSeek-R1-Distill-Qwen-14B-abliterated-v2.jinja | DeepSeek R1 (extract reasoning) |
- | huihui-ai-DeepSeek-R1-Distill-Qwen-32B-abliterated.jinja | DeepSeek R1 (extract reasoning) |
- | huihui-ai-DeepSeek-R1-Distill-Qwen-7B-abliterated-v2.jinja | DeepSeek R1 (extract reasoning) |
- | huihui-ai-Qwen2.5-14B-Instruct-1M-abliterated.jinja | Hermes 2 Pro |
- | ibm-granite-granite-3.1-8b-instruct.jinja | Generic |
- | indischepartij-MiniCPM-3B-OpenHermes-2.5-v2.jinja | Generic |
- | inflatebot-MN-12B-Mag-Mell-R1.jinja | Generic |
- | jinaai-ReaderLM-v2.jinja | Generic |
- | kms7530-chemeng_qwen-math-7b_24_1_100_1_nonmath.jinja | Hermes 2 Pro |
- | knifeayumu-Cydonia-v1.3-Magnum-v4-22B.jinja | Mistral Nemo |
- | langgptai-qwen1.5-7b-chat-sa-v0.1.jinja | Generic |
- | lightblue-DeepSeek-R1-Distill-Qwen-7B-Japanese.jinja | DeepSeek R1 (extract reasoning) |
- | mattshumer-Reflection-Llama-3.1-70B.jinja | Generic |
- | meetkai-functionary-medium-v3.1.jinja | Functionary v3.1 Llama 3.1 |
- | meetkai-functionary-medium-v3.2.jinja | Functionary v3.2 |
- | meta-llama-Llama-2-7b-chat-hf.jinja | Generic |
- | meta-llama-Llama-3.1-8B-Instruct.jinja | Llama 3.x |
- | meta-llama-Llama-3.2-11B-Vision-Instruct.jinja | Llama 3.x |
- | meta-llama-Llama-3.2-1B-Instruct.jinja | Llama 3.x |
- | meta-llama-Llama-3.2-3B-Instruct.jinja | Llama 3.x |
- | meta-llama-Llama-3.3-70B-Instruct.jinja | Llama 3.x |
- | meta-llama-Meta-Llama-3-8B-Instruct.jinja | Generic |
- | meta-llama-Meta-Llama-3.1-8B-Instruct.jinja | Llama 3.x |
- | microsoft-Phi-3-medium-4k-instruct.jinja | Generic |
- | microsoft-Phi-3-mini-4k-instruct.jinja | Generic |
- | microsoft-Phi-3-small-8k-instruct.jinja | Generic |
- | microsoft-Phi-3.5-mini-instruct.jinja | Generic |
- | microsoft-Phi-3.5-vision-instruct.jinja | Generic |
- | microsoft-phi-4.jinja | Generic |
- | migtissera-Tess-3-Mistral-Nemo-12B.jinja | Generic |
- | ministral-Ministral-3b-instruct.jinja | Generic |
- | mistralai-Codestral-22B-v0.1.jinja | Generic |
- | mistralai-Mistral-7B-Instruct-v0.1.jinja | Generic |
- | mistralai-Mistral-7B-Instruct-v0.2.jinja | Generic |
- | mistralai-Mistral-7B-Instruct-v0.3.jinja | Mistral Nemo |
- | mistralai-Mistral-Large-Instruct-2407.jinja | Mistral Nemo |
- | mistralai-Mistral-Large-Instruct-2411.jinja | Generic |
- | mistralai-Mistral-Nemo-Instruct-2407.jinja | Mistral Nemo |
- | mistralai-Mistral-Small-24B-Instruct-2501.jinja | Generic |
- | mistralai-Mixtral-8x7B-Instruct-v0.1.jinja | Generic |
- | mkurman-Qwen2.5-14B-DeepSeek-R1-1M.jinja | Hermes 2 Pro |
- | mlabonne-AlphaMonarch-7B.jinja | Generic |
- | mlx-community-Josiefied-Qwen2.5-0.5B-Instruct-abliterated-v1-float32.jinja | Hermes 2 Pro |
- | mlx-community-Qwen2.5-VL-7B-Instruct-8bit.jinja | Hermes 2 Pro |
- | mobiuslabsgmbh-DeepSeek-R1-ReDistill-Qwen-1.5B-v1.1.jinja | DeepSeek R1 (extract reasoning) |
- | netcat420-MFANNv0.20.jinja | Generic |
- | netcat420-MFANNv0.24.jinja | Generic |
- | netease-youdao-Confucius-o1-14B.jinja | Hermes 2 Pro |
- | nvidia-AceMath-7B-RM.jinja | Hermes 2 Pro |
- | nvidia-Eagle2-1B.jinja | Hermes 2 Pro |
- | nvidia-Eagle2-9B.jinja | Hermes 2 Pro |
- | nvidia-Llama-3.1-Nemotron-70B-Instruct-HF.jinja | Llama 3.x |
- | onnx-community-DeepSeek-R1-Distill-Qwen-1.5B-ONNX.jinja | DeepSeek R1 (extract reasoning) |
- | open-thoughts-OpenThinker-7B.jinja | Hermes 2 Pro |
- | openchat-openchat-3.5-0106.jinja | Generic |
- | pankajmathur-orca_mini_v6_8b.jinja | Generic |
- | princeton-nlp-Mistral-7B-Base-SFT-RDPO.jinja | Generic |
- | princeton-nlp-Mistral-7B-Instruct-DPO.jinja | Generic |
- | princeton-nlp-Mistral-7B-Instruct-RDPO.jinja | Generic |
- | prithivMLmods-Bellatrix-Tiny-1.5B-R1.jinja | Hermes 2 Pro |
- | prithivMLmods-Bellatrix-Tiny-1B-R1.jinja | Llama 3.x |
- | prithivMLmods-Bellatrix-Tiny-1B-v3.jinja | Generic |
- | prithivMLmods-Bellatrix-Tiny-3B-R1.jinja | Llama 3.x |
- | prithivMLmods-Blaze-14B-xElite.jinja | Generic |
- | prithivMLmods-Calcium-Opus-14B-Elite2-R1.jinja | Hermes 2 Pro |
- | prithivMLmods-Calme-Ties-78B.jinja | Generic |
- | prithivMLmods-Calme-Ties2-78B.jinja | Generic |
- | prithivMLmods-Calme-Ties3-78B.jinja | Generic |
- | prithivMLmods-ChemQwen2-vL.jinja | Generic |
- | prithivMLmods-GWQ2b.jinja | Generic |
- | prithivMLmods-LatexMind-2B-Codec.jinja | Generic |
- | prithivMLmods-Llama-3.2-6B-AlgoCode.jinja | Llama 3.x |
- | prithivMLmods-Megatron-Opus-14B-Exp.jinja | Hermes 2 Pro |
- | prithivMLmods-Megatron-Opus-14B-Stock.jinja | Hermes 2 Pro |
- | prithivMLmods-Megatron-Opus-7B-Exp.jinja | Hermes 2 Pro |
- | prithivMLmods-Omni-Reasoner-Merged.jinja | Hermes 2 Pro |
- | prithivMLmods-Omni-Reasoner4-Merged.jinja | Hermes 2 Pro |
- | prithivMLmods-Primal-Opus-14B-Optimus-v1.jinja | Hermes 2 Pro |
- | prithivMLmods-QwQ-Math-IO-500M.jinja | Hermes 2 Pro |
- | prithivMLmods-Qwen-7B-Distill-Reasoner.jinja | DeepSeek R1 (extract reasoning) |
- | prithivMLmods-Qwen2.5-1.5B-DeepSeek-R1-Instruct.jinja | Hermes 2 Pro |
- | prithivMLmods-Qwen2.5-14B-DeepSeek-R1-1M.jinja | Hermes 2 Pro |
- | prithivMLmods-Qwen2.5-32B-DeepSeek-R1-Instruct.jinja | Hermes 2 Pro |
- | prithivMLmods-Qwen2.5-7B-DeepSeek-R1-1M.jinja | Hermes 2 Pro |
- | prithivMLmods-Triangulum-v2-10B.jinja | Hermes 2 Pro |
- | qingy2024-Falcon3-2x10B-MoE-Instruct.jinja | Hermes 2 Pro |
- | rubenroy-Zurich-14B-GCv2-5m.jinja | Hermes 2 Pro |
- | rubenroy-Zurich-7B-GCv2-5m.jinja | Hermes 2 Pro |
- | silma-ai-SILMA-Kashif-2B-Instruct-v1.0.jinja | Generic |
- | simplescaling-s1-32B.jinja | Hermes 2 Pro |
- | sometimesanotion-Lamarck-14B-v0.7.jinja | Hermes 2 Pro |
- | sonthenguyen-zephyr-sft-bnb-4bit-DPO-mtbr-180steps.jinja | Generic |
- | sthenno-tempesthenno-icy-0130.jinja | Generic |
- | sumink-qwft.jinja | Hermes 2 Pro |
- | teknium-OpenHermes-2.5-Mistral-7B.jinja | Generic |
- | thirdeyeai-elevate360m.jinja | Generic |
- | tiiuae-Falcon3-10B-Instruct.jinja | Hermes 2 Pro |
- | unsloth-DeepSeek-R1-Distill-Llama-8B-unsloth-bnb-4bit.jinja | DeepSeek R1 (extract reasoning) |
- | unsloth-DeepSeek-R1-Distill-Llama-8B.jinja | DeepSeek R1 (extract reasoning) |
- | unsloth-DeepSeek-R1.jinja | DeepSeek R1 (extract reasoning) |
- | unsloth-Mistral-Small-24B-Instruct-2501-unsloth-bnb-4bit.jinja | Generic |
- | upstage-solar-pro-preview-instruct.jinja | Generic |
- | whyhow-ai-PatientSeek.jinja | Generic |
- | xwen-team-Xwen-72B-Chat.jinja | Hermes 2 Pro |
- | xwen-team-Xwen-7B-Chat.jinja | Hermes 2 Pro |
-
- This table can be generated with:
+[OpenAI-style function calling](https://platform.openai.com/docs/guides/function-calling) is supported with the `--jinja` flag (and may require a `--chat-template-file` override to get the right tool-use compatible Jinja template; worst case, `--chat-template chatml` may also work).
- ```bash
- ./build/bin/test-chat ../minja/build/tests/*.jinja 2>/dev/null
- ```
-
- </details>
-
-- Generic tool call is supported when the template isn't recognized by native format handlers (you'll see `Chat format: Generic` in the logs).
- - Use `--chat-template-file` to override the template when appropriate (see examples below)
- - Generic support may consume more tokens and be less efficient than a model's native format.
-
-- Run with:
-
- ```shell
- # Native support:
-
- llama-server --jinja -fa -hf bartowski/Qwen2.5-7B-Instruct-GGUF:Q4_K_M
- llama-server --jinja -fa -hf bartowski/Mistral-Nemo-Instruct-2407-GGUF:Q6_K_L
- llama-server --jinja -fa -hf bartowski/functionary-small-v3.2-GGUF:Q4_K_M
- llama-server --jinja -fa -hf bartowski/Llama-3.3-70B-Instruct-GGUF:Q4_K_M
-
- # Native support for DeepSeek R1 works best w/ our own template (official template buggy)
-
- llama-server --jinja -fa -hf bartowski/DeepSeek-R1-Distill-Qwen-7B-GGUF:Q6_K_L \
- --chat-template-file models/templates/llama-cpp-deepseek-r1.jinja
-
- llama-server --jinja -fa -hf bartowski/DeepSeek-R1-Distill-Qwen-32B-GGUF:Q4_K_M \
- --chat-template-file models/templates/llama-cpp-deepseek-r1.jinja
-
- # Native support requires the right template for these GGUFs:
-
- llama-server --jinja -fa -hf bartowski/Hermes-2-Pro-Llama-3-8B-GGUF:Q4_K_M \
- --chat-template-file <( python scripts/get_chat_template.py NousResearch/Hermes-2-Pro-Llama-3-8B tool_use )
-
- llama-server --jinja -fa -hf bartowski/Hermes-3-Llama-3.1-8B-GGUF:Q4_K_M \
- --chat-template-file <( python scripts/get_chat_template.py NousResearch/Hermes-3-Llama-3.1-8B tool_use )
-
- llama-server --jinja -fa -hf bartowski/firefunction-v2-GGUF -hff firefunction-v2-IQ1_M.gguf \
- --chat-template-file <( python scripts/get_chat_template.py fireworks-ai/llama-3-firefunction-v2 tool_use )
-
- llama-server --jinja -fa -hf bartowski/c4ai-command-r7b-12-2024-GGUF:Q6_K_L \
- --chat-template-file <( python scripts/get_chat_template.py CohereForAI/c4ai-command-r7b-12-2024 tool_use )
-
- # Generic format support
- llama-server --jinja -fa -hf bartowski/phi-4-GGUF:Q4_0
- llama-server --jinja -fa -hf bartowski/gemma-2-2b-it-GGUF:Q8_0
- llama-server --jinja -fa -hf bartowski/c4ai-command-r-v01-GGUF:Q2_K
- ```
-
-- Test in CLI:
-
- ```bash
- curl http://localhost:8080/v1/chat/completions -d '{
- "model": "gpt-3.5-turbo",
- "tools": [
- {
- "type":"function",
- "function":{
- "name":"python",
- "description":"Runs code in an ipython interpreter and returns the result of the execution after 60 seconds.",
- "parameters":{
- "type":"object",
- "properties":{
- "code":{
- "type":"string",
- "description":"The code to run in the ipython interpreter."
- }
- },
- "required":["code"]
- }
- }
- }
- ],
- "messages": [
- {
- "role": "user",
- "content": "Print a hello world message with python."
- }
- ]
- }'
- ```
-
- <details>
- <summary>Show output</summary>
-
- ```json
- {
- "choices": [
- {
- "finish_reason": "tool",
- "index": 0,
- "message": {
- "content": null,
- "tool_calls": [
- {
- "name": "python",
- "arguments": "{\"code\":\" \\nprint(\\\"Hello, World!\\\")\"}"
- }
- ],
- "role": "assistant"
- }
- }
- ],
- "created": 1727287211,
- "model": "gpt-3.5-turbo",
- "object": "chat.completion",
- "usage": {
- "completion_tokens": 16,
- "prompt_tokens": 44,
- "total_tokens": 60
- },
- "id": "chatcmpl-Htbgh9feMmGM0LEH2hmQvwsCxq3c6Ni8"
- }
- ```
-
- </details>
+**See our [Function calling](../../docs/function-calling.md) docs** for more details, supported native tool call styles (generic tool call style is used as fallback) / examples of use.
### POST `/v1/embeddings`: OpenAI-compatible embeddings API
overview / pkg / ggml / sources / llama.cpp / commitdiff