初始化项目，由ModelHub XC社区提供模型

Model: SousiOmine/usatama-8b-grpo-phase2
Source: Original Platform

.gitattributes

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README.md

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+---
+base_model: SousiOmine/usatama-8b-sft-phase1
+tags:
+- text-generation-inference
+- transformers
+- unsloth
+- llama
+license: apache-2.0
+language:
+- en
+---
+
+# Uploaded finetuned  model
+
+- **Developed by:** SousiOmine
+- **License:** apache-2.0
+- **Finetuned from model :** SousiOmine/usatama-8b-sft-phase1
+
+This llama model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
+
+[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)

chat_template.jinja

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+{%- set allowed_effort = ["none", "low", "medium", "high"] -%}
+{%- set reasoning_effort = reasoning_effort if reasoning_effort is defined and reasoning_effort in allowed_effort else "medium" -%}
+{%- set default_system_prompt = "You are LLM-jp-4, a large language model trained by LLM-jp." -%}
+{%- set message_end = "<|im_end|>\n" -%}
+{%- set assistant_end = eos_token if eos_token is defined else "<|return|>" -%}
+
+{%- macro tool_to_json(tool) -%}
+    {%- set ns_tool = namespace(first=true) -%}
+    {{ "{" -}}
+    {%- for k, v in tool.items() -%}
+        {%- if k != "defer_loading" and k != "strict" -%}
+            {%- if not ns_tool.first -%}{{- ", " -}}{%- endif -%}
+            {%- set ns_tool.first = false -%}
+            "{{ k }}": {{ v | tojson(ensure_ascii=False) }}
+        {%- endif -%}
+    {%- endfor -%}
+    {{- "}" -}}
+{%- endmacro -%}
+
+{%- macro render_content(content) -%}
+    {%- if content is string -%}
+        {{- content -}}
+    {%- elif content is mapping -%}
+        {%- if content.text is defined -%}
+            {{- content.text -}}
+        {%- else -%}
+            {{- content | tojson(ensure_ascii=False) -}}
+        {%- endif -%}
+    {%- elif content is iterable -%}
+        {%- for item in content -%}
+            {%- if item is string -%}
+                {{- item -}}
+            {%- elif item is mapping -%}
+                {%- if item.type is defined and item.type == "text" and item.text is defined -%}
+                    {{- item.text -}}
+                {%- elif item.text is defined -%}
+                    {{- item.text -}}
+                {%- else -%}
+                    {{- item | tojson(ensure_ascii=False) -}}
+                {%- endif -%}
+            {%- else -%}
+                {{- item | string -}}
+            {%- endif -%}
+        {%- endfor -%}
+    {%- elif content is none or content is undefined -%}
+    {%- else -%}
+        {{- content | string -}}
+    {%- endif -%}
+{%- endmacro -%}
+
+{%- if tools -%}
+<|im_start|>system
+# ツール
+タスクを解決するために、1つまたは複数のツールを呼び出すことができます。
+ツールのシグネチャは、<tools></tools> XMLタグ内に記載されています。
+<tools>
+{% for tool in tools %}
+    {%- if "function" in tool -%}
+        {%- set tool = tool["function"] -%}
+    {%- endif -%}
+    {%- if tool.defer_loading is not defined or not tool.defer_loading -%}
+        {{ tool_to_json(tool) }}
+        {{- "\n" }}
+    {%- endif -%}
+{% endfor %}
+</tools>
+ツールを呼び出す場合は、以下の形式で回答し、後ろに言葉を付け加えないでください。
+
+<tool_call>
+<function=example_function_name>
+<parameter=example_parameter_1>
+value_1
+</parameter>
+<parameter=example_parameter_2>
+This is the value for the second parameter
+</parameter>
+</function>
+</tool_call>
+
+{%- if messages and messages[0].role == "system" %}
+    {{- "\n\n" + (render_content(messages[0].content)|trim) }}
+{%- else %}
+    {{- "\n\n" + default_system_prompt }}
+{%- endif %}
+{{- "\n\nReasoning effort: " + reasoning_effort }}
+{{- message_end }}
+{%- elif messages and messages[0].role == "system" -%}
+    {{- "<|im_start|>system\n" + (render_content(messages[0].content)|trim) + "\n\nReasoning effort: " + reasoning_effort + message_end }}
+{%- else -%}
+    {{- "<|im_start|>system\n" + default_system_prompt + "\n\nReasoning effort: " + reasoning_effort + message_end }}
+{%- endif -%}
+
+{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) -%}
+{%- for message in messages[::-1] -%}
+    {%- set index = (messages|length - 1) - loop.index0 -%}
+    {%- if ns.multi_step_tool and message.role == "user" -%}
+        {%- set content = render_content(message.content)|trim -%}
+        {%- if not(content.startswith("<tool_response>") and content.endswith("</tool_response>")) -%}
+            {%- set ns.multi_step_tool = false -%}
+            {%- set ns.last_query_index = index -%}
+        {%- endif -%}
+    {%- endif -%}
+{%- endfor -%}
+
+{%- if ns.multi_step_tool %}
+    {{- raise_exception("No user query found in messages.") }}
+{%- endif -%}
+
+{%- for message in messages -%}
+    {%- set content = render_content(message.content)|trim -%}
+
+    {%- if message.role == "system" %}
+        {%- if not loop.first %}
+            {{- raise_exception("System message must be at the beginning.") }}
+        {%- endif %}
+
+    {%- elif message.role == "user" -%}
+        {{- "<|im_start|>user\n" + content + message_end }}
+
+    {%- elif message.role == "assistant" %}
+        {%- set reasoning_content = "" -%}
+
+        {%- if message.reasoning_content is string -%}
+            {%- set reasoning_content = message.reasoning_content -%}
+        {%- else -%}
+            {%- if "</think>" in content -%}
+                {%- set reasoning_content = content.split("</think>")[0].rstrip("\n").split("<think>")[-1].lstrip("\n") -%}
+                {%- set content = content.split("</think>")[-1].lstrip("\n") -%}
+            {%- endif -%}
+        {%- endif -%}
+
+        {%- set reasoning_content = reasoning_content|trim -%}
+
+        {%- if loop.index0 > ns.last_query_index %}
+            {{- "<|im_start|>assistant\n<think>\n" + reasoning_content + "\n</think>\n\n" + content }}
+        {%- else %}
+            {{- "<|im_start|>assistant\n" + content }}
+        {%- endif %}
+
+        {%- if message.tool_calls is defined and message.tool_calls and message.tool_calls is iterable and message.tool_calls is not mapping %}
+            {%- for tool_call in message.tool_calls %}
+                {%- if tool_call.function is defined %}
+                    {%- set tool_call = tool_call.function %}
+                {%- endif %}
+
+                {%- if loop.first %}
+                    {%- if content|trim %}
+                        {{- "\n\n<tool_call>\n<function=" + tool_call.name + ">\n" }}
+                    {%- else %}
+                        {{- "<tool_call>\n<function=" + tool_call.name + ">\n" }}
+                    {%- endif %}
+                {%- else %}
+                    {{- "\n<tool_call>\n<function=" + tool_call.name + ">\n" }}
+                {%- endif %}
+
+                {%- if tool_call.arguments is defined and tool_call.arguments is not none %}
+                    {%- if tool_call.arguments is mapping %}
+                        {%- for args_name, args_value in tool_call.arguments|items %}
+                            {{- "<parameter=" + args_name + ">\n" }}
+                            {%- set args_value = args_value | tojson(ensure_ascii=False) if args_value is mapping or (args_value is iterable and args_value is not string and args_value is not mapping) else args_value | string %}
+                            {{- args_value }}
+                            {{- "\n</parameter>\n" }}
+                        {%- endfor %}
+                    {%- elif tool_call.arguments is string %}
+                        {{- raise_exception("tool_call.arguments must be a mapping.") }}
+                    {%- else %}
+                        {{- raise_exception("tool_call.arguments must be a mapping.") }}
+                    {%- endif %}
+                {%- endif %}
+
+                {{- "</function>\n</tool_call>\n" }}
+            {%- endfor %}
+        {%- endif %}
+
+        {{- assistant_end }}
+
+    {%- elif message.role == "tool" %}
+        {%- if loop.previtem and loop.previtem.role != "tool" %}
+            {{- "<|im_start|>user" }}
+        {%- endif %}
+
+        {{- "\n<tool_response" }}
+        {%- if message.tool_call_id is defined and message.tool_call_id %}
+            {{- " id=\"" + (message.tool_call_id|string) + "\"" }}
+        {%- endif %}
+        {{- ">\n" }}
+        {{- content }}
+        {{- "\n</tool_response>" }}
+
+        {%- if loop.last or loop.nextitem.role != "tool" %}
+            {{- message_end }}
+        {%- endif %}
+
+    {%- else %}
+        {{- raise_exception("Unexpected message role.") }}
+    {%- endif %}
+{%- endfor -%}
+
+{%- if add_generation_prompt %}
+    {{- "<|im_start|>assistant\n" }}
+    {%- if reasoning_effort == "none" %}
+        {{- "<think>\n\n</think>\n\n" }}
+    {%- else %}
+        {{- "<think>\n" }}
+    {%- endif %}
+{%- endif %}

config.json

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+{
+    "architectures": [
+        "LlamaForCausalLM"
+    ],
+    "attention_bias": false,
+    "attention_dropout": 0.0,
+    "bos_token_id": 1,
+    "torch_dtype": "bfloat16",
+    "eos_token_id": 2,
+    "head_dim": 128,
+    "hidden_act": "silu",
+    "hidden_size": 4096,
+    "initializer_range": 0.02,
+    "intermediate_size": 14336,
+    "max_position_embeddings": 65536,
+    "mlp_bias": false,
+    "model_name": "llm-jp/llm-jp-4-8b-base",
+    "model_type": "llama",
+    "num_attention_heads": 32,
+    "num_hidden_layers": 32,
+    "num_key_value_heads": 8,
+    "pad_token_id": 4,
+    "pretraining_tp": 1,
+    "rms_norm_eps": 1e-06,
+    "rope_scaling": null,
+    "rope_theta": 500000,
+    "tie_word_embeddings": false,
+    "unsloth_version": "2026.5.6",
+    "use_cache": true,
+    "vocab_size": 196608
+}

generation_config.json

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+{
+  "_from_model_config": true,
+  "bos_token_id": 1,
+  "eos_token_id": [
+    2
+  ],
+  "max_length": 65536,
+  "pad_token_id": 4,
+  "transformers_version": "4.57.1"
+}

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special_tokens_map.json

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tokenizer.json

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