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README.md

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+---
+license: cc-by-nc-4.0
+library_name: transformers
+base_model: Edentns/Worktro-S2
+language:
+    - ko
+    - en
+pipeline_tag: text-generation
+---
+
+# **Worktro-S2-q4f16_1-MLC**
+
+<img src="./assets/Worktro.png" alt="Worktro" style="height: 4em;">
+
+## **모델 설명 _(Model Description)_**
+
+`Worktro-S2-q4f16_1-MLC` 모델은 `Worktro-S2` 모델을 `MLC-LLM` 라이브러리에서 동작할 수 있도록 양자화 및 컨버팅된 소형 언어 모델(`sLM`)입니다. 자세한 내용은 `Worktro-S2` 모델 설명을 참고해주세요.
+
+The `Worktro-S2-q4f16_1-MLC` model is a small language model (`sLM`) that has been quantized and converted from the `Worktro-S2` model to operate within the `MLC-LLM` library. For more detailed information, please refer to the description of the `Worktro-S2` model.
+
+## **라이선스 _(License)_**
+
+이 모델은 [cc-by-nc-4.0](https://creativecommons.org/licenses/by-nc/4.0/) 라이선스 하에 제공됩니다. 이 라이선스는 다른 사람들이 비상업적 용도 및 연구 목적으로 모델을 공유하고 수정할 수 있도록 허용합니다.
+
+This model is provided under the [cc-by-nc-4.0](https://creativecommons.org/licenses/by-nc/4.0/) license. This license allows others to share and adapt the model for non-commercial purposes and research use.
+
+© 2024 이든티앤에스 (EDEN T&S). All rights reserved.
+
+---
+
+<div align="center">
+    <a href="https://edentns.com/">
+        <img src="./assets/Logo.png" alt="Logo" style="height: 3em;">
+    </a>
+</div>

mlc-chat-config.json

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+{
+  "version": "0.1.0",
+  "model_type": "qwen2",
+  "quantization": "q4f16_1",
+  "model_config": {
+    "hidden_act": "silu",
+    "hidden_size": 896,
+    "intermediate_size": 4864,
+    "num_attention_heads": 14,
+    "num_hidden_layers": 24,
+    "num_key_value_heads": 2,
+    "rms_norm_eps": 1e-06,
+    "rope_theta": 1000000.0,
+    "vocab_size": 151936,
+    "tie_word_embeddings": true,
+    "context_window_size": 32768,
+    "prefill_chunk_size": 8192,
+    "tensor_parallel_shards": 1,
+    "head_dim": 64,
+    "dtype": "float32",
+    "max_batch_size": 128
+  },
+  "vocab_size": 151936,
+  "context_window_size": 32768,
+  "sliding_window_size": -1,
+  "prefill_chunk_size": 8192,
+  "attention_sink_size": -1,
+  "tensor_parallel_shards": 1,
+  "pipeline_parallel_stages": 1,
+  "temperature": 0.7,
+  "presence_penalty": 0.0,
+  "frequency_penalty": 0.0,
+  "repetition_penalty": 1.1,
+  "top_p": 0.8,
+  "tokenizer_files": [
+    "tokenizer.json",
+    "vocab.json",
+    "merges.txt",
+    "tokenizer_config.json"
+  ],
+  "tokenizer_info": {
+    "token_postproc_method": "byte_level",
+    "prepend_space_in_encode": false,
+    "strip_space_in_decode": false
+  },
+  "conv_template": {
+    "name": "qwen2",
+    "system_template": "<|im_start|>system\n{system_message}<|im_end|>\n",
+    "system_message": "You are a helpful assistant.",
+    "system_prefix_token_ids": null,
+    "add_role_after_system_message": true,
+    "roles": {
+      "user": "<|im_start|>user",
+      "assistant": "<|im_start|>assistant"
+    },
+    "role_templates": {
+      "user": "{user_message}",
+      "assistant": "{assistant_message}",
+      "tool": "{tool_message}"
+    },
+    "messages": [],
+    "seps": [
+      "<|im_end|>\n"
+    ],
+    "role_content_sep": "\n",
+    "role_empty_sep": "\n",
+    "stop_str": [
+      "<|endoftext|>",
+      "<|im_end|>"
+    ],
+    "stop_token_ids": [
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+      151645
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+    "function_string": "",
+    "use_function_calling": false
+  },
+  "pad_token_id": 151643,
+  "bos_token_id": 151643,
+  "eos_token_id": [
+    151645,
+    151643
+  ]
+}

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tokenizer_config.json

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+    "<|box_start|>",
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+    "<|vision_pad|>",
+    "<|image_pad|>",
+    "<|video_pad|>"
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+  "bos_token": null,
+  "chat_template": "{%- if tools %}\n    {{- '<|im_start|>system\\n' }}\n    {%- if messages[0]['role'] == 'system' %}\n        {{- messages[0]['content'] }}\n    {%- else %}\n        {{- 'You are Qwen, created by Alibaba Cloud. You are a helpful assistant.' }}\n    {%- endif %}\n    {{- \"\\n\\n# Tools\\n\\nYou may call one or more functions to assist with the user query.\\n\\nYou are provided with function signatures within <tools></tools> XML tags:\\n<tools>\" }}\n    {%- for tool in tools %}\n        {{- \"\\n\" }}\n        {{- tool | tojson }}\n    {%- endfor %}\n    {{- \"\\n</tools>\\n\\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\\n<tool_call>\\n{\\\"name\\\": <function-name>, \\\"arguments\\\": <args-json-object>}\\n</tool_call><|im_end|>\\n\" }}\n{%- else %}\n    {%- if messages[0]['role'] == 'system' %}\n        {{- '<|im_start|>system\\n' + messages[0]['content'] + '<|im_end|>\\n' }}\n    {%- else %}\n        {{- '<|im_start|>system\\nYou are Qwen, created by Alibaba Cloud. You are a helpful assistant.<|im_end|>\\n' }}\n    {%- endif %}\n{%- endif %}\n{%- for message in messages %}\n    {%- if (message.role == \"user\") or (message.role == \"system\" and not loop.first) or (message.role == \"assistant\" and not message.tool_calls) %}\n        {{- '<|im_start|>' + message.role + '\\n' + message.content + '<|im_end|>' + '\\n' }}\n    {%- elif message.role == \"assistant\" %}\n        {{- '<|im_start|>' + message.role }}\n        {%- if message.content %}\n            {{- '\\n' + message.content }}\n        {%- endif %}\n        {%- for tool_call in message.tool_calls %}\n            {%- if tool_call.function is defined %}\n                {%- set tool_call = tool_call.function %}\n            {%- endif %}\n            {{- '\\n<tool_call>\\n{\"name\": \"' }}\n            {{- tool_call.name }}\n            {{- '\", \"arguments\": ' }}\n            {{- tool_call.arguments | tojson }}\n            {{- '}\\n</tool_call>' }}\n        {%- endfor %}\n        {{- '<|im_end|>\\n' }}\n    {%- elif message.role == \"tool\" %}\n        {%- if (loop.index0 == 0) or (messages[loop.index0 - 1].role != \"tool\") %}\n            {{- '<|im_start|>user' }}\n        {%- endif %}\n        {{- '\\n<tool_response>\\n' }}\n        {{- message.content }}\n        {{- '\\n</tool_response>' }}\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{%- endif %}\n",
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+  "eos_token": "<|im_end|>",
+  "errors": "replace",
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+  "tokenizer_class": "Qwen2Tokenizer",
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+}