Felipe97/llama-cpp-compiled

1# Function Calling2 3[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:4- `llama-server` when started w/ `--jinja` flag5 6## Universal support w/ Native & Generic handlers7 8Function calling is supported for all models (see https://github.com/ggml-org/llama.cpp/pull/9639):9 10- Native tool call formats supported:11  - Llama 3.1 / 3.3 (including builtin tools support - tool names for `wolfram_alpha`, `web_search` / `brave_search`, `code_interpreter`), Llama 3.212  - Functionary v3.1 / v3.213  - Hermes 2/3, Qwen 2.514  - Qwen 2.5 Coder15  - Mistral Nemo16  - Firefunction v217  - Command R7B18  - DeepSeek R1 (WIP / seems reluctant to call any tools?)19 20- Generic tool call is supported when the template isn't recognized by native format handlers (you'll see `Chat format: Generic` in the logs).21  - Use `--chat-template-file` to override the template when appropriate (see examples below)22  - Generic support may consume more tokens and be less efficient than a model's native format.23 24- Multiple/parallel tool calling is supported on some models but disabled by default, enable it by passing `"parallel_tool_calls": true` in the completion endpoint payload.25 26<details>27<summary>Show some common templates and which format handler they use</summary>28 29| Template | Format |30|----------|--------|31| Almawave-Velvet-14B.jinja | Hermes 2 Pro |32| AtlaAI-Selene-1-Mini-Llama-3.1-8B.jinja | Llama 3.x |33| CohereForAI-aya-expanse-8b.jinja | Generic |34| CohereForAI-c4ai-command-r-plus-default.jinja | Generic |35| CohereForAI-c4ai-command-r-plus-rag.jinja | Generic |36| CohereForAI-c4ai-command-r-plus-tool_use.jinja | Generic |37| CohereForAI-c4ai-command-r7b-12-2024-default.jinja | Command R7B (extract reasoning) |38| CohereForAI-c4ai-command-r7b-12-2024-rag.jinja | Command R7B (extract reasoning) |39| CohereForAI-c4ai-command-r7b-12-2024-tool_use.jinja | Command R7B (extract reasoning) |40| CohereForAI-c4ai-command-r7b-12-2024.jinja | Generic |41| DavieLion-Llama-3.2-1B-SPIN-iter3.jinja | Generic |42| Delta-Vector-Rei-12B.jinja | Mistral Nemo |43| EpistemeAI-Mistral-Nemo-Instruct-12B-Philosophy-Math.jinja | Mistral Nemo |44| FlofloB-83k_continued_pretraining_Qwen2.5-0.5B-Instruct_Unsloth_merged_16bit.jinja | Hermes 2 Pro |45| FlofloB-test_continued_pretraining_Phi-3-mini-4k-instruct_Unsloth_merged_16bit.jinja | Generic |46| HelpingAI-HAI-SER.jinja | Generic |47| HuggingFaceTB-SmolLM2-1.7B-Instruct.jinja | Generic |48| HuggingFaceTB-SmolLM2-135M-Instruct.jinja | Generic |49| HuggingFaceTB-SmolLM2-360M-Instruct.jinja | Generic |50| INSAIT-Institute-BgGPT-Gemma-2-27B-IT-v1.0.jinja | Generic |51| Ihor-Text2Graph-R1-Qwen2.5-0.5b.jinja | Hermes 2 Pro |52| Infinigence-Megrez-3B-Instruct.jinja | Generic |53| Josephgflowers-TinyLlama_v1.1_math_code-world-test-1.jinja | Generic |54| LGAI-EXAONE-EXAONE-3.5-2.4B-Instruct.jinja | Generic |55| LGAI-EXAONE-EXAONE-3.5-7.8B-Instruct.jinja | Generic |56| LatitudeGames-Wayfarer-12B.jinja | Generic |57| Magpie-Align-Llama-3-8B-Magpie-Align-v0.1.jinja | Generic |58| Magpie-Align-Llama-3.1-8B-Magpie-Align-v0.1.jinja | Generic |59| MaziyarPanahi-calme-3.2-instruct-78b.jinja | Generic |60| MiniMaxAI-MiniMax-Text-01.jinja | Generic |61| MiniMaxAI-MiniMax-VL-01.jinja | Generic |62| NaniDAO-deepseek-r1-qwen-2.5-32B-ablated.jinja | DeepSeek R1 (extract reasoning) |63| NexaAIDev-Octopus-v2.jinja | Generic |64| NousResearch-Hermes-2-Pro-Llama-3-8B-default.jinja | Generic |65| NousResearch-Hermes-2-Pro-Llama-3-8B-tool_use.jinja | Hermes 2 Pro |66| NousResearch-Hermes-2-Pro-Mistral-7B-default.jinja | Generic |67| NousResearch-Hermes-2-Pro-Mistral-7B-tool_use.jinja | Hermes 2 Pro |68| NousResearch-Hermes-3-Llama-3.1-70B-default.jinja | Generic |69| NousResearch-Hermes-3-Llama-3.1-70B-tool_use.jinja | Hermes 2 Pro |70| NovaSky-AI-Sky-T1-32B-Flash.jinja | Hermes 2 Pro |71| NovaSky-AI-Sky-T1-32B-Preview.jinja | Hermes 2 Pro |72| OnlyCheeini-greesychat-turbo.jinja | Generic |73| Orenguteng-Llama-3.1-8B-Lexi-Uncensored-V2.jinja | Llama 3.x |74| OrionStarAI-Orion-14B-Chat.jinja | Generic |75| PowerInfer-SmallThinker-3B-Preview.jinja | Generic |76| PrimeIntellect-INTELLECT-1-Instruct.jinja | Generic |77| Qwen-QVQ-72B-Preview.jinja | Generic |78| Qwen-QwQ-32B-Preview.jinja | Hermes 2 Pro |79| Qwen-Qwen1.5-7B-Chat.jinja | Generic |80| Qwen-Qwen2-7B-Instruct.jinja | Generic |81| Qwen-Qwen2-VL-72B-Instruct.jinja | Generic |82| Qwen-Qwen2-VL-7B-Instruct.jinja | Generic |83| Qwen-Qwen2.5-0.5B.jinja | Hermes 2 Pro |84| Qwen-Qwen2.5-1.5B-Instruct.jinja | Hermes 2 Pro |85| Qwen-Qwen2.5-14B-Instruct-1M.jinja | Hermes 2 Pro |86| Qwen-Qwen2.5-14B.jinja | Hermes 2 Pro |87| Qwen-Qwen2.5-32B-Instruct.jinja | Hermes 2 Pro |88| Qwen-Qwen2.5-32B.jinja | Hermes 2 Pro |89| Qwen-Qwen2.5-3B-Instruct.jinja | Hermes 2 Pro |90| Qwen-Qwen2.5-72B-Instruct.jinja | Hermes 2 Pro |91| Qwen-Qwen2.5-7B-Instruct-1M.jinja | Hermes 2 Pro |92| Qwen-Qwen2.5-7B-Instruct.jinja | Hermes 2 Pro |93| Qwen-Qwen2.5-7B.jinja | Hermes 2 Pro |94| Qwen-Qwen2.5-Coder-32B-Instruct.jinja | Hermes 2 Pro |95| Qwen-Qwen2.5-Coder-7B-Instruct.jinja | Hermes 2 Pro |96| Qwen-Qwen2.5-Math-1.5B.jinja | Hermes 2 Pro |97| Qwen-Qwen2.5-Math-7B-Instruct.jinja | Hermes 2 Pro |98| Qwen-Qwen2.5-VL-3B-Instruct.jinja | Hermes 2 Pro |99| Qwen-Qwen2.5-VL-72B-Instruct.jinja | Hermes 2 Pro |100| Qwen-Qwen2.5-VL-7B-Instruct.jinja | Hermes 2 Pro |101| RWKV-Red-Team-ARWKV-7B-Preview-0.1.jinja | Hermes 2 Pro |102| SakanaAI-TinySwallow-1.5B-Instruct.jinja | Hermes 2 Pro |103| SakanaAI-TinySwallow-1.5B.jinja | Hermes 2 Pro |104| Sao10K-70B-L3.3-Cirrus-x1.jinja | Llama 3.x |105| SentientAGI-Dobby-Mini-Leashed-Llama-3.1-8B.jinja | Llama 3.x |106| SentientAGI-Dobby-Mini-Unhinged-Llama-3.1-8B.jinja | Llama 3.x |107| Steelskull-L3.3-Damascus-R1.jinja | Llama 3.x |108| Steelskull-L3.3-MS-Nevoria-70b.jinja | Llama 3.x |109| Steelskull-L3.3-Nevoria-R1-70b.jinja | Llama 3.x |110| THUDM-glm-4-9b-chat.jinja | Generic |111| THUDM-glm-edge-1.5b-chat.jinja | Generic |112| Tarek07-Progenitor-V1.1-LLaMa-70B.jinja | Llama 3.x |113| TheBloke-FusionNet_34Bx2_MoE-AWQ.jinja | Generic |114| TinyLlama-TinyLlama-1.1B-Chat-v1.0.jinja | Generic |115| UCLA-AGI-Mistral7B-PairRM-SPPO-Iter3.jinja | Generic |116| ValiantLabs-Llama3.1-8B-Enigma.jinja | Llama 3.x |117| abacusai-Fewshot-Metamath-OrcaVicuna-Mistral.jinja | Generic |118| ai21labs-AI21-Jamba-1.5-Large.jinja | Generic |119| allenai-Llama-3.1-Tulu-3-405B-SFT.jinja | Generic |120| allenai-Llama-3.1-Tulu-3-405B.jinja | Generic |121| allenai-Llama-3.1-Tulu-3-8B.jinja | Generic |122| arcee-ai-Virtuoso-Lite.jinja | Hermes 2 Pro |123| arcee-ai-Virtuoso-Medium-v2.jinja | Hermes 2 Pro |124| arcee-ai-Virtuoso-Small-v2.jinja | Hermes 2 Pro |125| avemio-GRAG-NEMO-12B-ORPO-HESSIAN-AI.jinja | Generic |126| bespokelabs-Bespoke-Stratos-7B.jinja | Hermes 2 Pro |127| bfuzzy1-acheron-m1a-llama.jinja | Generic |128| bofenghuang-vigogne-2-70b-chat.jinja | Generic |129| bytedance-research-UI-TARS-72B-DPO.jinja | Generic |130| bytedance-research-UI-TARS-7B-DPO.jinja | Generic |131| bytedance-research-UI-TARS-7B-SFT.jinja | Generic |132| carsenk-phi3.5_mini_exp_825_uncensored.jinja | Generic |133| cyberagent-DeepSeek-R1-Distill-Qwen-14B-Japanese.jinja | DeepSeek R1 (extract reasoning) |134| cyberagent-DeepSeek-R1-Distill-Qwen-32B-Japanese.jinja | DeepSeek R1 (extract reasoning) |135| databricks-dbrx-instruct.jinja | Generic |136| deepseek-ai-DeepSeek-Coder-V2-Instruct.jinja | Generic |137| deepseek-ai-DeepSeek-Coder-V2-Lite-Base.jinja | Generic |138| deepseek-ai-DeepSeek-Coder-V2-Lite-Instruct.jinja | Generic |139| deepseek-ai-DeepSeek-R1-Distill-Llama-70B.jinja | DeepSeek R1 (extract reasoning) |140| deepseek-ai-DeepSeek-R1-Distill-Llama-8B.jinja | DeepSeek R1 (extract reasoning) |141| deepseek-ai-DeepSeek-R1-Distill-Qwen-1.5B.jinja | DeepSeek R1 (extract reasoning) |142| deepseek-ai-DeepSeek-R1-Distill-Qwen-14B.jinja | DeepSeek R1 (extract reasoning) |143| deepseek-ai-DeepSeek-R1-Distill-Qwen-32B.jinja | DeepSeek R1 (extract reasoning) |144| deepseek-ai-DeepSeek-R1-Distill-Qwen-7B.jinja | DeepSeek R1 (extract reasoning) |145| deepseek-ai-DeepSeek-R1-Zero.jinja | DeepSeek R1 (extract reasoning) |146| deepseek-ai-DeepSeek-R1.jinja | DeepSeek R1 (extract reasoning) |147| deepseek-ai-DeepSeek-V2-Lite.jinja | Generic |148| deepseek-ai-DeepSeek-V2.5.jinja | DeepSeek R1 (extract reasoning) |149| deepseek-ai-DeepSeek-V3.jinja | DeepSeek R1 (extract reasoning) |150| deepseek-ai-deepseek-coder-33b-instruct.jinja | Generic |151| deepseek-ai-deepseek-coder-6.7b-instruct.jinja | Generic |152| deepseek-ai-deepseek-coder-7b-instruct-v1.5.jinja | Generic |153| deepseek-ai-deepseek-llm-67b-chat.jinja | Generic |154| deepseek-ai-deepseek-llm-7b-chat.jinja | Generic |155| dicta-il-dictalm2.0-instruct.jinja | Generic |156| ehristoforu-Falcon3-8B-Franken-Basestruct.jinja | Hermes 2 Pro |157| fireworks-ai-llama-3-firefunction-v2.jinja | FireFunction v2 |158| godlikehhd-alpaca_data_sampled_ifd_new_5200.jinja | Hermes 2 Pro |159| godlikehhd-alpaca_data_score_max_0.7_2600.jinja | Hermes 2 Pro |160| google-gemma-2-27b-it.jinja | Generic |161| google-gemma-2-2b-it.jinja | Generic |162| google-gemma-2-2b-jpn-it.jinja | Generic |163| google-gemma-7b-it.jinja | Generic |164| huihui-ai-DeepSeek-R1-Distill-Llama-70B-abliterated.jinja | DeepSeek R1 (extract reasoning) |165| huihui-ai-DeepSeek-R1-Distill-Llama-8B-abliterated.jinja | DeepSeek R1 (extract reasoning) |166| huihui-ai-DeepSeek-R1-Distill-Qwen-14B-abliterated-v2.jinja | DeepSeek R1 (extract reasoning) |167| huihui-ai-DeepSeek-R1-Distill-Qwen-32B-abliterated.jinja | DeepSeek R1 (extract reasoning) |168| huihui-ai-DeepSeek-R1-Distill-Qwen-7B-abliterated-v2.jinja | DeepSeek R1 (extract reasoning) |169| huihui-ai-Qwen2.5-14B-Instruct-1M-abliterated.jinja | Hermes 2 Pro |170| ibm-granite-granite-3.1-8b-instruct.jinja | Generic |171| indischepartij-MiniCPM-3B-OpenHermes-2.5-v2.jinja | Generic |172| inflatebot-MN-12B-Mag-Mell-R1.jinja | Generic |173| jinaai-ReaderLM-v2.jinja | Generic |174| kms7530-chemeng_qwen-math-7b_24_1_100_1_nonmath.jinja | Hermes 2 Pro |175| knifeayumu-Cydonia-v1.3-Magnum-v4-22B.jinja | Mistral Nemo |176| langgptai-qwen1.5-7b-chat-sa-v0.1.jinja | Generic |177| lightblue-DeepSeek-R1-Distill-Qwen-7B-Japanese.jinja | DeepSeek R1 (extract reasoning) |178| mattshumer-Reflection-Llama-3.1-70B.jinja | Generic |179| meetkai-functionary-medium-v3.1.jinja | Functionary v3.1 Llama 3.1 |180| meetkai-functionary-medium-v3.2.jinja | Functionary v3.2 |181| meta-llama-Llama-2-7b-chat-hf.jinja | Generic |182| meta-llama-Llama-3.1-8B-Instruct.jinja | Llama 3.x |183| meta-llama-Llama-3.2-11B-Vision-Instruct.jinja | Llama 3.x |184| meta-llama-Llama-3.2-1B-Instruct.jinja | Llama 3.x |185| meta-llama-Llama-3.2-3B-Instruct.jinja | Llama 3.x |186| meta-llama-Llama-3.3-70B-Instruct.jinja | Llama 3.x |187| meta-llama-Meta-Llama-3-8B-Instruct.jinja | Generic |188| meta-llama-Meta-Llama-3.1-8B-Instruct.jinja | Llama 3.x |189| microsoft-Phi-3-medium-4k-instruct.jinja | Generic |190| microsoft-Phi-3-mini-4k-instruct.jinja | Generic |191| microsoft-Phi-3-small-8k-instruct.jinja | Generic |192| microsoft-Phi-3.5-mini-instruct.jinja | Generic |193| microsoft-Phi-3.5-vision-instruct.jinja | Generic |194| microsoft-phi-4.jinja | Generic |195| migtissera-Tess-3-Mistral-Nemo-12B.jinja | Generic |196| ministral-Ministral-3b-instruct.jinja | Generic |197| mistralai-Codestral-22B-v0.1.jinja | Generic |198| mistralai-Mistral-7B-Instruct-v0.1.jinja | Generic |199| mistralai-Mistral-7B-Instruct-v0.2.jinja | Generic |200| mistralai-Mistral-7B-Instruct-v0.3.jinja | Mistral Nemo |201| mistralai-Mistral-Large-Instruct-2407.jinja | Mistral Nemo |202| mistralai-Mistral-Large-Instruct-2411.jinja | Generic |203| mistralai-Mistral-Nemo-Instruct-2407.jinja | Mistral Nemo |204| mistralai-Mistral-Small-24B-Instruct-2501.jinja | Generic |205| mistralai-Mixtral-8x7B-Instruct-v0.1.jinja | Generic |206| mkurman-Qwen2.5-14B-DeepSeek-R1-1M.jinja | Hermes 2 Pro |207| mlabonne-AlphaMonarch-7B.jinja | Generic |208| mlx-community-Josiefied-Qwen2.5-0.5B-Instruct-abliterated-v1-float32.jinja | Hermes 2 Pro |209| mlx-community-Qwen2.5-VL-7B-Instruct-8bit.jinja | Hermes 2 Pro |210| mobiuslabsgmbh-DeepSeek-R1-ReDistill-Qwen-1.5B-v1.1.jinja | DeepSeek R1 (extract reasoning) |211| netcat420-MFANNv0.20.jinja | Generic |212| netcat420-MFANNv0.24.jinja | Generic |213| netease-youdao-Confucius-o1-14B.jinja | Hermes 2 Pro |214| nvidia-AceMath-7B-RM.jinja | Hermes 2 Pro |215| nvidia-Eagle2-1B.jinja | Hermes 2 Pro |216| nvidia-Eagle2-9B.jinja | Hermes 2 Pro |217| nvidia-Llama-3.1-Nemotron-70B-Instruct-HF.jinja | Llama 3.x |218| onnx-community-DeepSeek-R1-Distill-Qwen-1.5B-ONNX.jinja | DeepSeek R1 (extract reasoning) |219| open-thoughts-OpenThinker-7B.jinja | Hermes 2 Pro |220| openchat-openchat-3.5-0106.jinja | Generic |221| pankajmathur-orca_mini_v6_8b.jinja | Generic |222| princeton-nlp-Mistral-7B-Base-SFT-RDPO.jinja | Generic |223| princeton-nlp-Mistral-7B-Instruct-DPO.jinja | Generic |224| princeton-nlp-Mistral-7B-Instruct-RDPO.jinja | Generic |225| prithivMLmods-Bellatrix-Tiny-1.5B-R1.jinja | Hermes 2 Pro |226| prithivMLmods-Bellatrix-Tiny-1B-R1.jinja | Llama 3.x |227| prithivMLmods-Bellatrix-Tiny-1B-v3.jinja | Generic |228| prithivMLmods-Bellatrix-Tiny-3B-R1.jinja | Llama 3.x |229| prithivMLmods-Blaze-14B-xElite.jinja | Generic |230| prithivMLmods-Calcium-Opus-14B-Elite2-R1.jinja | Hermes 2 Pro |231| prithivMLmods-Calme-Ties-78B.jinja | Generic |232| prithivMLmods-Calme-Ties2-78B.jinja | Generic |233| prithivMLmods-Calme-Ties3-78B.jinja | Generic |234| prithivMLmods-ChemQwen2-vL.jinja | Generic |235| prithivMLmods-GWQ2b.jinja | Generic |236| prithivMLmods-LatexMind-2B-Codec.jinja | Generic |237| prithivMLmods-Llama-3.2-6B-AlgoCode.jinja | Llama 3.x |238| prithivMLmods-Megatron-Opus-14B-Exp.jinja | Hermes 2 Pro |239| prithivMLmods-Megatron-Opus-14B-Stock.jinja | Hermes 2 Pro |240| prithivMLmods-Megatron-Opus-7B-Exp.jinja | Hermes 2 Pro |241| prithivMLmods-Omni-Reasoner-Merged.jinja | Hermes 2 Pro |242| prithivMLmods-Omni-Reasoner4-Merged.jinja | Hermes 2 Pro |243| prithivMLmods-Primal-Opus-14B-Optimus-v1.jinja | Hermes 2 Pro |244| prithivMLmods-QwQ-Math-IO-500M.jinja | Hermes 2 Pro |245| prithivMLmods-Qwen-7B-Distill-Reasoner.jinja | DeepSeek R1 (extract reasoning) |246| prithivMLmods-Qwen2.5-1.5B-DeepSeek-R1-Instruct.jinja | Hermes 2 Pro |247| prithivMLmods-Qwen2.5-14B-DeepSeek-R1-1M.jinja | Hermes 2 Pro |248| prithivMLmods-Qwen2.5-32B-DeepSeek-R1-Instruct.jinja | Hermes 2 Pro |249| prithivMLmods-Qwen2.5-7B-DeepSeek-R1-1M.jinja | Hermes 2 Pro |250| prithivMLmods-Triangulum-v2-10B.jinja | Hermes 2 Pro |251| qingy2024-Falcon3-2x10B-MoE-Instruct.jinja | Hermes 2 Pro |252| rubenroy-Zurich-14B-GCv2-5m.jinja | Hermes 2 Pro |253| rubenroy-Zurich-7B-GCv2-5m.jinja | Hermes 2 Pro |254| silma-ai-SILMA-Kashif-2B-Instruct-v1.0.jinja | Generic |255| simplescaling-s1-32B.jinja | Hermes 2 Pro |256| sometimesanotion-Lamarck-14B-v0.7.jinja | Hermes 2 Pro |257| sonthenguyen-zephyr-sft-bnb-4bit-DPO-mtbr-180steps.jinja | Generic |258| sthenno-tempesthenno-icy-0130.jinja | Generic |259| sumink-qwft.jinja | Hermes 2 Pro |260| teknium-OpenHermes-2.5-Mistral-7B.jinja | Generic |261| thirdeyeai-elevate360m.jinja | Generic |262| tiiuae-Falcon3-10B-Instruct.jinja | Hermes 2 Pro |263| unsloth-DeepSeek-R1-Distill-Llama-8B-unsloth-bnb-4bit.jinja | DeepSeek R1 (extract reasoning) |264| unsloth-DeepSeek-R1-Distill-Llama-8B.jinja | DeepSeek R1 (extract reasoning) |265| unsloth-DeepSeek-R1.jinja | DeepSeek R1 (extract reasoning) |266| unsloth-Mistral-Small-24B-Instruct-2501-unsloth-bnb-4bit.jinja | Generic |267| upstage-solar-pro-preview-instruct.jinja | Generic |268| whyhow-ai-PatientSeek.jinja | Generic |269| xwen-team-Xwen-72B-Chat.jinja | Hermes 2 Pro |270| xwen-team-Xwen-7B-Chat.jinja | Hermes 2 Pro |271 272This table can be generated with:273 274<!-- TODO @ngxson : we should update this, since minja dependency has been removed -->275 276```bash277./build/bin/test-chat ../minja/build/tests/*.jinja 2>/dev/null278```279 280</details>281 282# Usage - need tool-aware Jinja template283 284First, 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`).285 286Here are some models known to work (w/ chat template override when needed):287 288```shell289# Native support:290 291llama-server --jinja -fa -hf bartowski/Qwen2.5-7B-Instruct-GGUF:Q4_K_M292llama-server --jinja -fa -hf bartowski/Mistral-Nemo-Instruct-2407-GGUF:Q6_K_L293llama-server --jinja -fa -hf bartowski/Llama-3.3-70B-Instruct-GGUF:Q4_K_M294llama-server --jinja -fa -hf ibm-granite/granite-4.1-3b-GGUF:Q4_K_M295 296# Native support for DeepSeek R1 works best w/ our template override (official template is buggy, although we do work around it)297 298llama-server --jinja -fa -hf bartowski/DeepSeek-R1-Distill-Qwen-7B-GGUF:Q6_K_L \299    --chat-template-file models/templates/llama-cpp-deepseek-r1.jinja300 301llama-server --jinja -fa -hf bartowski/DeepSeek-R1-Distill-Qwen-32B-GGUF:Q4_K_M \302    --chat-template-file models/templates/llama-cpp-deepseek-r1.jinja303 304# Native support requires the right template for these GGUFs:305 306llama-server --jinja -fa -hf bartowski/functionary-small-v3.2-GGUF:Q4_K_M307    --chat-template-file models/templates/meetkai-functionary-medium-v3.2.jinja308 309llama-server --jinja -fa -hf bartowski/Hermes-2-Pro-Llama-3-8B-GGUF:Q4_K_M \310    --chat-template-file models/templates/NousResearch-Hermes-2-Pro-Llama-3-8B-tool_use.jinja311 312llama-server --jinja -fa -hf bartowski/Hermes-3-Llama-3.1-8B-GGUF:Q4_K_M \313    --chat-template-file models/templates/NousResearch-Hermes-3-Llama-3.1-8B-tool_use.jinja314 315llama-server --jinja -fa -hf bartowski/firefunction-v2-GGUF -hff firefunction-v2-IQ1_M.gguf \316    --chat-template-file models/templates/fireworks-ai-llama-3-firefunction-v2.jinja317 318llama-server --jinja -fa -hf bartowski/c4ai-command-r7b-12-2024-GGUF:Q6_K_L \319    --chat-template-file models/templates/CohereForAI-c4ai-command-r7b-12-2024-tool_use.jinja320 321# Generic format support322llama-server --jinja -fa -hf bartowski/phi-4-GGUF:Q4_0323llama-server --jinja -fa -hf bartowski/gemma-2-2b-it-GGUF:Q8_0324llama-server --jinja -fa -hf bartowski/c4ai-command-r-v01-GGUF:Q2_K325```326 327To get the official template from original HuggingFace repos, you can use [scripts/get_chat_template.py](../scripts/get_chat_template.py) (see examples invocations in [models/templates/README.md](../models/templates/README.md))328 329> [!TIP]330> 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)331 332> [!CAUTION]333> Beware of extreme KV quantizations (e.g. `-ctk q4_0`), they can substantially degrade the model's tool calling performance.334 335Test in CLI (or with any library / software that can use OpenAI-compatible API backends):336 337```bash338curl http://localhost:8080/v1/chat/completions -d '{339    "model": "gpt-3.5-turbo",340    "tools": [341        {342        "type":"function",343        "function":{344            "name":"python",345            "description":"Runs code in an ipython interpreter and returns the result of the execution after 60 seconds.",346            "parameters":{347            "type":"object",348            "properties":{349                "code":{350                "type":"string",351                "description":"The code to run in the ipython interpreter."352                }353            },354            "required":["code"]355            }356        }357        }358    ],359    "messages": [360        {361        "role": "user",362        "content": "Print a hello world message with python."363        }364    ]365}'366 367 368curl http://localhost:8080/v1/chat/completions -d '{369    "model": "gpt-3.5-turbo",370    "messages": [371        {"role": "system", "content": "You are a chatbot that uses tools/functions. Dont overthink things."},372        {"role": "user", "content": "What is the weather in Istanbul?"}373    ],374    "tools": [{375        "type":"function",376        "function":{377            "name":"get_current_weather",378            "description":"Get the current weather in a given location",379            "parameters":{380                "type":"object",381                "properties":{382                    "location":{383                        "type":"string",384                        "description":"The city and country/state, e.g. `San Francisco, CA`, or `Paris, France`"385                    }386                },387                "required":["location"]388            }389        }390    }]391}'392```393 394<details>395<summary>Show output</summary>396 397```json398{399"choices": [400    {401    "finish_reason": "tool",402    "index": 0,403    "message": {404        "content": null,405        "tool_calls": [406        {407            "name": "python",408            "arguments": "{\"code\":\" \\nprint(\\\"Hello, World!\\\")\"}"409        }410        ],411        "role": "assistant"412    }413    }414],415"created": 1727287211,416"model": "gpt-3.5-turbo",417"object": "chat.completion",418"usage": {419    "completion_tokens": 16,420    "prompt_tokens": 44,421    "total_tokens": 60422},423"id": "chatcmpl-Htbgh9feMmGM0LEH2hmQvwsCxq3c6Ni8"424}425```426 427</details>428