commit 77ff80b7956a0cc7d9a57bfa8e3318c73cf4f648 Author: ModelHub XC Date: Sat Jun 6 16:07:18 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: MihaiPopa-1/OmniTranslate-1.1 Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..52373fe --- /dev/null +++ b/.gitattributes @@ -0,0 +1,36 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text +tokenizer.json filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..480b086 --- /dev/null +++ b/README.md @@ -0,0 +1,628 @@ +--- +base_model: MihaiPopa-1/OmniTranslate-1.0 +# base_model: Unsloth/Qwen3-0.6B-Unsloth-bnb-4bit - Variant that I used for fine-tuning (4-bit BNB quant by Unsloth) +tags: +- text-generation-inference +- translation +- transformers +- unsloth +- qwen3 +- omnitranslate +license: apache-2.0 +language: +- abk +- abq +- abs +- acm +- adh +- adi +- ady +- aeb +- afr +- agx +- aii +- aim +- ain +- ajz +- akb +- aln +- als +- alt +- amh +- anp +- aoz +- apc +- apt +- arb +- arg +- arq +- ars +- ary +- arz +- asm +- ast +- atb +- ava +- awa +- ayp +- ayr +- azb +- azj +- bak +- bam +- ban +- bar +- bas +- bbc +- bbk +- bcl +- bdq +- bel +- ben +- bew +- bho +- bhp +- bis +- biu +- bjn +- bod +- bos +- brh +- brx +- bts +- btx +- bug +- bul +- bwi +- bxr +- cat +- cbk +- ccp +- ceb +- ces +- cfm +- cha +- che +- chr +- chu +- chv +- cjs +- ckb +- ckt +- cmn +- cnh +- cnw +- cos +- crh +- crj +- crk +- crl +- crs +- csb +- csw +- csy +- ctd +- cym +- czt +- dak +- dan +- dar +- deu +- dik +- diu +- div +- dje +- dks +- dln +- dng +- dnw +- doi +- dru +- dsb +- dtp +- dty +- dzo +- ekk +- ell +- emj +- enl +- enm +- epo +- ess +- eus +- eve +- ewo +- ext +- fao +- fas +- ffm +- fij +- fil +- fin +- fit +- fkv +- fmu +- fra +- fro +- frp +- fry +- fuf +- fur +- fuv +- gag +- gaz +- gcf +- gla +- gle +- glg +- glk +- glv +- gmh +- gnb +- goh +- gom +- gos +- grc +- gsw +- gug +- guj +- guz +- hac +- hae +- hak +- hat +- hau +- haw +- hbo +- heb +- her +- hif +- hil +- hin +- hmr +- hne +- hns +- hrv +- hrx +- hsb +- hun +- hwc +- hye +- hyw +- iba +- ibg +- ibo +- ife +- ike +- ikt +- ilo +- ina +- ind +- inh +- isl +- ita +- ivv +- jav +- jpn +- jun +- kaa +- kab +- kac +- kak +- kal +- kam +- kan +- kas +- kat +- kaz +- kbd +- kca +- kdh +- kdr +- kea +- kei +- kgp +- kha +- khk +- khm +- kik +- kin +- kir +- kiu +- kjb +- kjh +- kmr +- knc +- koi +- kor +- kos +- kpv +- krj +- krl +- kru +- ksh +- ksw +- ktj +- ktz +- kua +- kum +- kwn +- kyu +- kzj +- lad +- lao +- lat +- lbe +- ldn +- lew +- lez +- lfn +- lim +- lin +- lis +- lit +- lki +- lld +- lmk +- lnd +- lrc +- ltg +- ltz +- lud +- lug +- luo +- lus +- lvs +- lwg +- lzh +- mag +- mah +- mai +- mak +- mal +- mar +- mas +- mbf +- mdf +- mer +- mfe +- mfg +- mfy +- mhi +- mhr +- mhy +- min +- mip +- mjw +- mkd +- mlt +- mni +- mnk +- mns +- mnw +- moh +- mph +- mqy +- mri +- mrj +- mrw +- mtg +- mui +- mup +- mus +- mvp +- mwf +- mwl +- mww +- mya +- myv +- myx +- mzh +- nah +- nan +- nap +- naq +- nbu +- nde +- ndo +- nds +- new +- nio +- njn +- njo +- nld +- nmf +- nmz +- nno +- nob +- nog +- non +- npi +- npo +- nrf +- nri +- nrm +- nse +- nus +- nya +- nyn +- nzm +- obo +- oci +- ojb +- olo +- orv +- ory +- oss +- ota +- oto +- otw +- pam +- pan +- pap +- pbt +- pcd +- pck +- pcm +- pfl +- plt +- pmq +- pmx +- pnb +- pnt +- pol +- por +- pov +- ppk +- pps +- prg +- pui +- pxm +- quc +- qul +- qup +- qus +- quz +- raw +- rcf +- rel +- rhg +- ria +- rjs +- rmc +- rml +- rmn +- rmy +- rnl +- roh +- ron +- rtm +- rue +- run +- rus +- sah +- san +- sat +- sck +- scn +- sda +- sdc +- sdh +- ses +- sgc +- sgh +- sid +- sin +- sju +- skr +- slk +- slv +- sma +- sme +- smj +- smn +- smo +- sms +- smt +- sna +- snd +- som +- sot +- spa +- srd +- srp +- ssw +- sul +- sun +- swe +- swg +- swh +- syc +- syl +- szl +- tab +- tam +- taq +- tat +- tcy +- tcz +- tel +- tet +- tgk +- tha +- thl +- tig +- tir +- tkl +- tkr +- tlh +- tly +- tok +- ton +- tpi +- tpw +- trc +- trp +- trs +- ttj +- tuk +- tur +- tuv +- twx +- tyv +- tzl +- tzm +- udm +- uig +- ukr +- urd +- uzn +- uzs +- vap +- vie +- vot +- vro +- war +- way +- wba +- wbm +- wes +- whk +- wlx +- wol +- wsg +- wwa +- xal +- xho +- xmm +- xmv +- xog +- yaz +- ydd +- yor +- yrk +- yrl +- yua +- yue +- zea +- zgh +- zom +- zsm +- zul +pipeline_tag: translation +datasets: +- MihaiPopa-1/OmniSurgical-1.1 +--- + +# OmniTranslate 1.1 + +OmniTranslate 1.1 is a massively multilingual machine translation model supporting over 500 languages. Fine-tuned from [Qwen 3 0.6B](https://www.huggingface.co/Qwen/Qwen3-0.6B) (with Unsloth), this model is designed for translation tasks on any device! + +# Features +* **500+ Languages Supported:** The broadest coverage of languages supported for a translation model that's under 1 billion parameters! +* **Tiny Size:** Beats any other large model on speed and memory usage. No other model is able to compete with this! + +# Improvements over 1.0 +* OmniTranslate now makes less hiccups when translating to Romanian (like "ami"), and the diacritic bug on Romanian translations has been mostly fixed! + +There's a tiny chance that the model will spit out without diacritics (mostly due to seeds) though, so try a different one. + +# Experimental Features +* We added 2 new languages, Emoji and Sulfuristic Speak (my own language for OmniTranslate 1.1 to quite fit the Chaos Cubed Minecraft vibe!). Try these out: + +## Emoji +```python +from transformers import AutoModelForCausalLM, AutoTokenizer +import torch + +# 1. Load from your Hugging Face Repo +model_id = "MihaiPopa-1/OmniTranslate-1.1" + +tokenizer = AutoTokenizer.from_pretrained(model_id) +model = AutoModelForCausalLM.from_pretrained( + model_id, + torch_dtype=torch.float32, # Standard for CPU + device_map="cpu" # Forces CPU usage +) + +# 2. Translate to Emoji +prompt = "<|im_start|>user\nTranslate to emj_Emoj: We love the world!<|im_end|>\n<|im_start|>assistant\n\n" +inputs = tokenizer(prompt, return_tensors="pt").to("cpu") + +with torch.no_grad(): + outputs = model.generate(**inputs, max_new_tokens=64, temperature=0.1) + +print(tokenizer.decode(outputs[0], skip_special_tokens=True)) +``` + +## Sulfuristic Speak +```python +from transformers import AutoModelForCausalLM, AutoTokenizer +import torch + +# 1. Load from your Hugging Face Repo +model_id = "MihaiPopa-1/OmniTranslate-1.1" + +tokenizer = AutoTokenizer.from_pretrained(model_id) +model = AutoModelForCausalLM.from_pretrained( + model_id, + torch_dtype=torch.float32, # Standard for CPU + device_map="cpu" # Forces CPU usage +) + +# 2. Translate to Sulfuristic Speak ("Translate to Sulfuristic Speak" also works too!) +prompt = "<|im_start|>user\nTranslate to sul_Latn: Let's ride a Sulfur Cube!<|im_end|>\n<|im_start|>assistant\n\n" +inputs = tokenizer(prompt, return_tensors="pt").to("cpu") + +with torch.no_grad(): + outputs = model.generate(**inputs, max_new_tokens=128, temperature=0.1) + +print(tokenizer.decode(outputs[0], skip_special_tokens=True)) +``` + +# Notes +OmniTranslate 1.1 is still a experimental model and shouldn't be used for tasks where accurate translations matter. + +# Notes +Providing the ISO code instead of the language name can improve the results a lot. + +# Usage +Code is by Gemini 3 Flash (then some little modifications by myself): +```python +from transformers import AutoModelForCausalLM, AutoTokenizer +import torch + +# 1. Load from your Hugging Face Repo +model_id = "MihaiPopa-1/OmniTranslate-1.1" + +tokenizer = AutoTokenizer.from_pretrained(model_id) +model = AutoModelForCausalLM.from_pretrained( + model_id, + torch_dtype=torch.float32, # Standard for CPU + device_map="cpu" # Forces CPU usage +) + +# 2. Translate (replace ron_Latn with your language here) +prompt = "<|im_start|>user\nTranslate to ron_Latn: OmniTranslate is a massively multilingual machine translation model supporting over 500 languages!<|im_end|>\n<|im_start|>assistant\n\n" +inputs = tokenizer(prompt, return_tensors="pt").to("cpu") + +with torch.no_grad(): + outputs = model.generate(**inputs, max_new_tokens=256, temperature=0.1) + +print(tokenizer.decode(outputs[0], skip_special_tokens=True)) +``` + +# Data Used +I used my own [OmniSurgical 1.1](https://www.huggingface.co/datasets/MihaiPopa-1/OmniSurgical-1.1), which the dataset itself contains a part of [HF's FineTranslations](https://www.huggingface.co/datasets/HuggingFaceFW/finetranslations) + +--- + +# Uploaded finetuned model + +- **Developed by:** MihaiPopa-1 +- **License:** apache-2.0 +- **Finetuned from model :** unsloth/qwen3-0.6b-unsloth-bnb-4bit + +This qwen3 model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library. + +[](https://github.com/unslothai/unsloth) diff --git a/chat_template.jinja b/chat_template.jinja new file mode 100644 index 0000000..370b963 --- /dev/null +++ b/chat_template.jinja @@ -0,0 +1,99 @@ +{%- if tools %} + {{- '<|im_start|>system\n' }} + {%- if messages[0].role == 'system' %} + {{- messages[0].content + '\n\n' }} + {%- endif %} + {{- "# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within XML tags:\n" }} + {%- for tool in tools %} + {{- "\n" }} + {{- tool | tojson }} + {%- endfor %} + {{- "\n\n\nFor each function call, return a json object with function name and arguments within XML tags:\n\n{\"name\": , \"arguments\": }\n<|im_end|>\n" }} +{%- else %} + {%- if messages[0].role == 'system' %} + {{- '<|im_start|>system\n' + messages[0].content + '<|im_end|>\n' }} + {%- endif %} +{%- endif %} +{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %} +{%- for forward_message in messages %} + {%- set index = (messages|length - 1) - loop.index0 %} + {%- set message = messages[index] %} + {%- set current_content = message.content if message.content is defined and message.content is not none else '' %} + {%- set tool_start = '' %} + {%- set tool_start_length = tool_start|length %} + {%- set start_of_message = current_content[:tool_start_length] %} + {%- set tool_end = '' %} + {%- set tool_end_length = tool_end|length %} + {%- set start_pos = (current_content|length) - tool_end_length %} + {%- if start_pos < 0 %} + {%- set start_pos = 0 %} + {%- endif %} + {%- set end_of_message = current_content[start_pos:] %} + {%- if ns.multi_step_tool and message.role == "user" and not(start_of_message == tool_start and end_of_message == tool_end) %} + {%- set ns.multi_step_tool = false %} + {%- set ns.last_query_index = index %} + {%- endif %} +{%- endfor %} +{%- for message in messages %} + {%- if (message.role == "user") or (message.role == "system" and not loop.first) %} + {{- '<|im_start|>' + message.role + '\n' + message.content + '<|im_end|>' + '\n' }} + {%- elif message.role == "assistant" %} + {%- set m_content = message.content if message.content is defined and message.content is not none else '' %} + {%- set content = m_content %} + {%- set reasoning_content = '' %} + {%- if message.reasoning_content is defined and message.reasoning_content is not none %} + {%- set reasoning_content = message.reasoning_content %} + {%- else %} + {%- if '' in m_content %} + {%- set content = (m_content.split('')|last).lstrip('\n') %} + {%- set reasoning_content = (m_content.split('')|first).rstrip('\n') %} + {%- set reasoning_content = (reasoning_content.split('')|last).lstrip('\n') %} + {%- endif %} + {%- endif %} + {%- if loop.index0 > ns.last_query_index %} + {%- if loop.last or (not loop.last and (not reasoning_content.strip() == '')) %} + {{- '<|im_start|>' + message.role + '\n\n' + reasoning_content.strip('\n') + '\n\n\n' + content.lstrip('\n') }} + {%- else %} + {{- '<|im_start|>' + message.role + '\n' + content }} + {%- endif %} + {%- else %} + {{- '<|im_start|>' + message.role + '\n' + content }} + {%- endif %} + {%- if message.tool_calls %} + {%- for tool_call in message.tool_calls %} + {%- if (loop.first and content) or (not loop.first) %} + {{- '\n' }} + {%- endif %} + {%- if tool_call.function %} + {%- set tool_call = tool_call.function %} + {%- endif %} + {{- '\n{"name": "' }} + {{- tool_call.name }} + {{- '", "arguments": ' }} + {%- if tool_call.arguments is string %} + {{- tool_call.arguments }} + {%- else %} + {{- tool_call.arguments | tojson }} + {%- endif %} + {{- '}\n' }} + {%- endfor %} + {%- endif %} + {{- '<|im_end|>\n' }} + {%- elif message.role == "tool" %} + {%- if loop.first or (messages[loop.index0 - 1].role != "tool") %} + {{- '<|im_start|>user' }} + {%- endif %} + {{- '\n\n' }} + {{- message.content }} + {{- '\n' }} + {%- if loop.last or (messages[loop.index0 + 1].role != "tool") %} + {{- '<|im_end|>\n' }} + {%- endif %} + {%- endif %} +{%- endfor %} +{%- if add_generation_prompt %} + {{- '<|im_start|>assistant\n' }} + {%- if enable_thinking is defined and enable_thinking is false %} + {{- '\n\n\n\n' }} + {%- endif %} +{%- endif %} \ No newline at end of file diff --git a/config.json b/config.json new file mode 100644 index 0000000..0500ac4 --- /dev/null +++ b/config.json @@ -0,0 +1,64 @@ +{ + "architectures": [ + "Qwen3ForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": null, + "torch_dtype": "float16", + "eos_token_id": 151645, + "head_dim": 128, + "hidden_act": "silu", + "hidden_size": 1024, + "initializer_range": 0.02, + "intermediate_size": 3072, + "layer_types": [ + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention" + ], + "max_position_embeddings": 40960, + "max_window_layers": 28, + "model_type": "qwen3", + "num_attention_heads": 16, + "num_hidden_layers": 28, + "num_key_value_heads": 8, + "pad_token_id": 151669, + "rms_norm_eps": 1e-06, + "rope_parameters": { + "rope_theta": 1000000, + "rope_type": "default" + }, + "sliding_window": null, + "tie_word_embeddings": true, + "unsloth_fixed": true, + "unsloth_version": "2026.4.4", + "use_cache": false, + "use_sliding_window": false, + "vocab_size": 151936 +} \ No newline at end of file diff --git a/model.safetensors b/model.safetensors new file mode 100644 index 0000000..80cab95 --- /dev/null +++ b/model.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ddbd4e1702ef2edb82380ae4453f305c47516c88bb04d40ecb31cebea6830680 +size 1192135096 diff --git a/tokenizer.json b/tokenizer.json new file mode 100644 index 0000000..7edcf72 --- /dev/null +++ b/tokenizer.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d7430e9138b76e93fb6f93462394d236b411111aef53cb421ba97d2691040cca +size 11423114 diff --git a/tokenizer_config.json b/tokenizer_config.json new file mode 100644 index 0000000..c3171ea --- /dev/null +++ b/tokenizer_config.json @@ -0,0 +1,16 @@ +{ + "add_prefix_space": false, + "backend": "tokenizers", + "bos_token": null, + "clean_up_tokenization_spaces": false, + "eos_token": "<|im_end|>", + "errors": "replace", + "is_local": false, + "model_max_length": 40960, + "pad_token": "<|PAD_TOKEN|>", + "padding_side": "left", + "split_special_tokens": false, + "tokenizer_class": "Qwen2Tokenizer", + "unk_token": null, + "chat_template": "{%- if tools %}\n {{- '<|im_start|>system\\n' }}\n {%- if messages[0].role == 'system' %}\n {{- messages[0].content + '\\n\\n' }}\n {%- endif %}\n {{- \"# Tools\\n\\nYou may call one or more functions to assist with the user query.\\n\\nYou are provided with function signatures within XML tags:\\n\" }}\n {%- for tool in tools %}\n {{- \"\\n\" }}\n {{- tool | tojson }}\n {%- endfor %}\n {{- \"\\n\\n\\nFor each function call, return a json object with function name and arguments within XML tags:\\n\\n{\\\"name\\\": , \\\"arguments\\\": }\\n<|im_end|>\\n\" }}\n{%- else %}\n {%- if messages[0].role == 'system' %}\n {{- '<|im_start|>system\\n' + messages[0].content + '<|im_end|>\\n' }}\n {%- endif %}\n{%- endif %}\n{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}\n{%- for forward_message in messages %}\n {%- set index = (messages|length - 1) - loop.index0 %}\n {%- set message = messages[index] %}\n {%- set current_content = message.content if message.content is defined and message.content is not none else '' %}\n {%- set tool_start = '' %}\n {%- set tool_start_length = tool_start|length %}\n {%- set start_of_message = current_content[:tool_start_length] %}\n {%- set tool_end = '' %}\n {%- set tool_end_length = tool_end|length %}\n {%- set start_pos = (current_content|length) - tool_end_length %}\n {%- if start_pos < 0 %}\n {%- set start_pos = 0 %}\n {%- endif %}\n {%- set end_of_message = current_content[start_pos:] %}\n {%- if ns.multi_step_tool and message.role == \"user\" and not(start_of_message == tool_start and end_of_message == tool_end) %}\n {%- set ns.multi_step_tool = false %}\n {%- set ns.last_query_index = index %}\n {%- endif %}\n{%- endfor %}\n{%- for message in messages %}\n {%- if (message.role == \"user\") or (message.role == \"system\" and not loop.first) %}\n {{- '<|im_start|>' + message.role + '\\n' + message.content + '<|im_end|>' + '\\n' }}\n {%- elif message.role == \"assistant\" %}\n {%- set m_content = message.content if message.content is defined and message.content is not none else '' %}\n {%- set content = m_content %}\n {%- set reasoning_content = '' %}\n {%- if message.reasoning_content is defined and message.reasoning_content is not none %}\n {%- set reasoning_content = message.reasoning_content %}\n {%- else %}\n {%- if '' in m_content %}\n {%- set content = (m_content.split('')|last).lstrip('\\n') %}\n {%- set reasoning_content = (m_content.split('')|first).rstrip('\\n') %}\n {%- set reasoning_content = (reasoning_content.split('')|last).lstrip('\\n') %}\n {%- endif %}\n {%- endif %}\n {%- if loop.index0 > ns.last_query_index %}\n {%- if loop.last or (not loop.last and (not reasoning_content.strip() == '')) %}\n {{- '<|im_start|>' + message.role + '\\n\\n' + reasoning_content.strip('\\n') + '\\n\\n\\n' + content.lstrip('\\n') }}\n {%- else %}\n {{- '<|im_start|>' + message.role + '\\n' + content }}\n {%- endif %}\n {%- else %}\n {{- '<|im_start|>' + message.role + '\\n' + content }}\n {%- endif %}\n {%- if message.tool_calls %}\n {%- for tool_call in message.tool_calls %}\n {%- if (loop.first and content) or (not loop.first) %}\n {{- '\\n' }}\n {%- endif %}\n {%- if tool_call.function %}\n {%- set tool_call = tool_call.function %}\n {%- endif %}\n {{- '\\n{\"name\": \"' }}\n {{- tool_call.name }}\n {{- '\", \"arguments\": ' }}\n {%- if tool_call.arguments is string %}\n {{- tool_call.arguments }}\n {%- else %}\n {{- tool_call.arguments | tojson }}\n {%- endif %}\n {{- '}\\n' }}\n {%- endfor %}\n {%- endif %}\n {{- '<|im_end|>\\n' }}\n {%- elif message.role == \"tool\" %}\n {%- if loop.first or (messages[loop.index0 - 1].role != \"tool\") %}\n {{- '<|im_start|>user' }}\n {%- endif %}\n {{- '\\n\\n' }}\n {{- message.content }}\n {{- '\\n' }}\n {%- if loop.last or (messages[loop.index0 + 1].role != \"tool\") %}\n {{- '<|im_end|>\\n' }}\n {%- endif %}\n {%- endif %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n {{- '<|im_start|>assistant\\n' }}\n {%- if enable_thinking is defined and enable_thinking is false %}\n {{- '\\n\\n\\n\\n' }}\n {%- endif %}\n{%- endif %}" +} \ No newline at end of file