初始化项目，由ModelHub XC社区提供模型

Model: zenlm/zen-nano
Source: Original Platform

.gitattributes

@@ -0,0 +1,42 @@
+*.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
+checkpoint-216/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+checkpoint-240/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+tokenizer.json filter=lfs diff=lfs merge=lfs -text
+gguf/zen-nano-0.6b-f16.gguf filter=lfs diff=lfs merge=lfs -text
+gguf/zen-nano-0.6b-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+gguf/zen-nano-0.6b-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+gguf/zen-nano-0.6b-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text

NOTICE

@@ -0,0 +1,5 @@
+Zen
+Copyright 2025-2026 Zen Authors
+
+This model and its accompanying code are licensed under the Apache License, Version 2.0.
+Zen models are developed by the Zen Authors (https://zenlm.org).

README.md

@@ -0,0 +1,180 @@
+---
+language:
+- en
+- zh
+license: apache-2.0
+tags:
+- zen
+- zen-lm
+- edge
+- mobile
+- lightweight
+- zenlm
+  - hanzo
+pipeline_tag: text-generation
+library_name: transformers
+---
+
+# Zen Nano 0.6B
+
+**Zen Nano** is an ultra-lightweight 0.6B parameter language model optimized for edge devices and mobile deployment. A compact foundation model that delivers impressive performance in a tiny package.
+
+## Model Details
+
+- **Model Type**: Causal Language Model
+- **Architecture**: 0.6B dense transformer
+- **Parameters**: 0.6 billion
+- **License**: Apache 2.0
+- **Languages**: English, Chinese
+- **Context Length**: 32K tokens
+- **Developed by**: Zen AI Team (Hanzo AI)
+
+## Capabilities
+
+- 💡 **Lightweight**: Only 0.6B parameters for edge deployment
+- 📱 **Mobile-Ready**: Runs on smartphones and IoT devices
+- ⚡ **Fast**: 44K tokens/sec on M3 Max (MLX)
+- 🔋 **Efficient**: Low power consumption
+- 🌐 **Multilingual**: English and Chinese support
+- 📦 **Multiple Formats**: PyTorch, MLX, GGUF (Q2_K to F16)
+- 🎯 **32K Context**: Extended context window
+
+## Performance
+
+### Throughput
+- **M3 Max (MLX)**: 44,000 tokens/sec
+- **RTX 4090 (GGUF Q4)**: 35,000 tokens/sec
+- **iPhone 15 Pro**: 8,000 tokens/sec
+- **Raspberry Pi 5**: 2,500 tokens/sec
+
+### Memory Usage
+| Format | VRAM/RAM |
+|--------|----------|
+| Q2_K | 0.3GB |
+| Q4_K_M | 0.4GB |
+| Q8_0 | 0.7GB |
+| F16 | 1.2GB |
+
+## Use Cases
+
+- Edge AI applications
+- Mobile chatbots
+- IoT device intelligence
+- Offline AI assistants
+- Resource-constrained environments
+- Real-time inference
+- Embedded systems
+
+## Installation
+
+### Transformers
+
+```python
+from transformers import AutoModelForCausalLM, AutoTokenizer
+
+model = AutoModelForCausalLM.from_pretrained(
+    "zenlm/zen-nano-0.6b",
+    torch_dtype="auto",
+    device_map="auto"
+)
+tokenizer = AutoTokenizer.from_pretrained("zenlm/zen-nano-0.6b")
+```
+
+### MLX (Apple Silicon)
+
+```python
+from mlx_lm import load, generate
+
+model, tokenizer = load("zenlm/zen-nano-0.6b")
+response = generate(model, tokenizer, prompt="Hello!", max_tokens=100)
+```
+
+### GGUF (llama.cpp)
+
+```bash
+./llama-cli -m zen-nano-0.6b-Q4_K_M.gguf -p "Hello!" -n 100
+```
+
+### Zen Engine
+
+```bash
+zen-engine serve --model zenlm/zen-nano-0.6b --port 3690
+```
+
+## Training with Zen Gym
+
+Fine-tune Zen Nano for your use case:
+
+```bash
+cd /path/to/zen-gym
+
+llamafactory-cli train \
+    --config configs/zen_nano_lora.yaml \
+    --dataset your_dataset
+```
+
+## Benchmarks
+
+| Task | Score | Notes |
+|------|-------|-------|
+| MMLU | 35.2% | 5-shot |
+| GSM8K | 28.4% | 8-shot CoT |
+| HumanEval | 24.1% | pass@1 |
+| MATH | 18.7% | 4-shot |
+
+## Limitations
+
+- Smaller capacity than larger models
+- May struggle with complex reasoning
+- Limited specialized knowledge
+- Best for short-to-medium contexts
+- Quantization reduces quality slightly
+
+## Citation
+
+```bibtex
+@misc{zennano2025,
+  title={Zen Nano: Ultra-Lightweight Language Model},
+  author={Zen AI Team},
+  year={2025},
+  howpublished={\url{https://huggingface.co/zenlm/zen-nano-0.6b}}
+}
+```
+
+## Links
+
+- **GitHub**: https://github.com/zenlm
+- **Zen Gym** (Training): https://github.com/zenlm/zen-gym
+- **Zen Engine** (Inference): https://github.com/zenlm/zen-engine
+
+Part of the **[Zen AI](https://github.com/zenlm)** ecosystem.
+---
+
+## Citation
+
+```bibtex
+@misc{zenlm2025zen-nano,
+    title={Zen LM: zen-nano},
+    author={Hanzo AI and Zoo Labs Foundation},
+    year={2025},
+    publisher={HuggingFace},
+    howpublished={\url{https://huggingface.co/zenlm/zen-nano}}
+}
+```
+
+## Abliteration
+
+Zen Nano 0.6B weights are derived from an abliterated base model. Abliteration removes
+refusal behavior by identifying and nullifying the "refusal direction" in the model's
+residual stream, as described in
+[Maxime Labonne's methodology](https://huggingface.co/blog/mlabonne/abliteration).
+
+**Method**: Directional ablation on the residual stream across all layers
+**Source**: Zen MoDE (Mixture of Distilled Experts) architecture base
+**Effect**: Removes refusal behaviors while preserving all other capabilities
+**Identity layer**: Zen identity added via system prompt — full LoRA fine-tuning planned
+
+Abliteration is a feature, not a limitation. It enables unrestricted research,
+security testing, and applications where safety guardrails are managed at the
+application layer rather than baked into model weights.
+

added_tokens.json

@@ -0,0 +1,28 @@
+{
+  "</think>": 151668,
+  "</tool_call>": 151658,
+  "</tool_response>": 151666,
+  "<think>": 151667,
+  "<tool_call>": 151657,
+  "<tool_response>": 151665,
+  "<|box_end|>": 151649,
+  "<|box_start|>": 151648,
+  "<|endoftext|>": 151643,
+  "<|file_sep|>": 151664,
+  "<|fim_middle|>": 151660,
+  "<|fim_pad|>": 151662,
+  "<|fim_prefix|>": 151659,
+  "<|fim_suffix|>": 151661,
+  "<|im_end|>": 151645,
+  "<|im_start|>": 151644,
+  "<|image_pad|>": 151655,
+  "<|object_ref_end|>": 151647,
+  "<|object_ref_start|>": 151646,
+  "<|quad_end|>": 151651,
+  "<|quad_start|>": 151650,
+  "<|repo_name|>": 151663,
+  "<|video_pad|>": 151656,
+  "<|vision_end|>": 151653,
+  "<|vision_pad|>": 151654,
+  "<|vision_start|>": 151652
+}

chat_template.jinja

@@ -0,0 +1,89 @@
+{%- 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 <tools></tools> XML tags:\n<tools>" }}
+    {%- for tool in tools %}
+        {{- "\n" }}
+        {{- tool | tojson }}
+    {%- endfor %}
+    {{- "\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" }}
+{%- 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 message in messages[::-1] %}
+    {%- set index = (messages|length - 1) - loop.index0 %}
+    {%- if ns.multi_step_tool and message.role == "user" and message.content is string and not(message.content.startswith('<tool_response>') and message.content.endswith('</tool_response>')) %}
+        {%- set ns.multi_step_tool = false %}
+        {%- set ns.last_query_index = index %}
+    {%- endif %}
+{%- endfor %}
+{%- for message in messages %}
+    {%- if message.content is string %}
+        {%- set content = message.content %}
+    {%- else %}
+        {%- set content = '' %}
+    {%- endif %}
+    {%- if (message.role == "user") or (message.role == "system" and not loop.first) %}
+        {{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>' + '\n' }}
+    {%- 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 %}
+        {%- if loop.index0 > ns.last_query_index %}
+            {%- if loop.last or (not loop.last and reasoning_content) %}
+                {{- '<|im_start|>' + message.role + '\n<think>\n' + reasoning_content.strip('\n') + '\n</think>\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 %}
+                {{- '<tool_call>\n{"name": "' }}
+                {{- tool_call.name }}
+                {{- '", "arguments": ' }}
+                {%- if tool_call.arguments is string %}
+                    {{- tool_call.arguments }}
+                {%- else %}
+                    {{- tool_call.arguments | tojson }}
+                {%- endif %}
+                {{- '}\n</tool_call>' }}
+            {%- endfor %}
+        {%- endif %}
+        {{- '<|im_end|>\n' }}
+    {%- elif message.role == "tool" %}
+        {%- if loop.first or (messages[loop.index0 - 1].role != "tool") %}
+            {{- '<|im_start|>user' }}
+        {%- endif %}
+        {{- '\n<tool_response>\n' }}
+        {{- content }}
+        {{- '\n</tool_response>' }}
+        {%- 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 %}
+        {{- '<think>\n\n</think>\n\n' }}
+    {%- endif %}
+{%- endif %}

checkpoint-216/added_tokens.json

@@ -0,0 +1,28 @@
+{
+  "</think>": 151668,
+  "</tool_call>": 151658,
+  "</tool_response>": 151666,
+  "<think>": 151667,
+  "<tool_call>": 151657,
+  "<tool_response>": 151665,
+  "<|box_end|>": 151649,
+  "<|box_start|>": 151648,
+  "<|endoftext|>": 151643,
+  "<|file_sep|>": 151664,
+  "<|fim_middle|>": 151660,
+  "<|fim_pad|>": 151662,
+  "<|fim_prefix|>": 151659,
+  "<|fim_suffix|>": 151661,
+  "<|im_end|>": 151645,
+  "<|im_start|>": 151644,
+  "<|image_pad|>": 151655,
+  "<|object_ref_end|>": 151647,
+  "<|object_ref_start|>": 151646,
+  "<|quad_end|>": 151651,
+  "<|quad_start|>": 151650,
+  "<|repo_name|>": 151663,
+  "<|video_pad|>": 151656,
+  "<|vision_end|>": 151653,
+  "<|vision_pad|>": 151654,
+  "<|vision_start|>": 151652
+}

checkpoint-216/chat_template.jinja

@@ -0,0 +1,89 @@
+{%- 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 <tools></tools> XML tags:\n<tools>" }}
+    {%- for tool in tools %}
+        {{- "\n" }}
+        {{- tool | tojson }}
+    {%- endfor %}
+    {{- "\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" }}
+{%- 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 message in messages[::-1] %}
+    {%- set index = (messages|length - 1) - loop.index0 %}
+    {%- if ns.multi_step_tool and message.role == "user" and message.content is string and not(message.content.startswith('<tool_response>') and message.content.endswith('</tool_response>')) %}
+        {%- set ns.multi_step_tool = false %}
+        {%- set ns.last_query_index = index %}
+    {%- endif %}
+{%- endfor %}
+{%- for message in messages %}
+    {%- if message.content is string %}
+        {%- set content = message.content %}
+    {%- else %}
+        {%- set content = '' %}
+    {%- endif %}
+    {%- if (message.role == "user") or (message.role == "system" and not loop.first) %}
+        {{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>' + '\n' }}
+    {%- 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 %}
+        {%- if loop.index0 > ns.last_query_index %}
+            {%- if loop.last or (not loop.last and reasoning_content) %}
+                {{- '<|im_start|>' + message.role + '\n<think>\n' + reasoning_content.strip('\n') + '\n</think>\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 %}
+                {{- '<tool_call>\n{"name": "' }}
+                {{- tool_call.name }}
+                {{- '", "arguments": ' }}
+                {%- if tool_call.arguments is string %}
+                    {{- tool_call.arguments }}
+                {%- else %}
+                    {{- tool_call.arguments | tojson }}
+                {%- endif %}
+                {{- '}\n</tool_call>' }}
+            {%- endfor %}
+        {%- endif %}
+        {{- '<|im_end|>\n' }}
+    {%- elif message.role == "tool" %}
+        {%- if loop.first or (messages[loop.index0 - 1].role != "tool") %}
+            {{- '<|im_start|>user' }}
+        {%- endif %}
+        {{- '\n<tool_response>\n' }}
+        {{- content }}
+        {{- '\n</tool_response>' }}
+        {%- 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 %}
+        {{- '<think>\n\n</think>\n\n' }}
+    {%- endif %}
+{%- endif %}

checkpoint-216/config.json

@@ -0,0 +1,60 @@
+{
+  "architectures": [
+    "Qwen3ForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "dtype": "bfloat16",
+  "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": 151645,
+  "rms_norm_eps": 1e-06,
+  "rope_scaling": null,
+  "rope_theta": 1000000,
+  "sliding_window": null,
+  "tie_word_embeddings": true,
+  "transformers_version": "4.56.1",
+  "use_cache": true,
+  "use_sliding_window": false,
+  "vocab_size": 151936
+}

checkpoint-216/generation_config.json

@@ -0,0 +1,12 @@
+{
+  "do_sample": true,
+  "eos_token_id": [
+    151645,
+    151643
+  ],
+  "pad_token_id": 151645,
+  "temperature": 0.6,
+  "top_k": 20,
+  "top_p": 0.95,
+  "transformers_version": "4.56.1"
+}

checkpoint-216/model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5278d9620372202c3d7ca82cd6595179ecc7f1bbc21c03bf1590c6081323339b
+size 1192135096

checkpoint-216/optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d223b54bfff67c9fb77480d6f6b37ca746249b0baab4ccbdf59f49614cec27ec
+size 2384451723

checkpoint-216/rng_state.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:817374c79694074958ac2537b4ffcf4ae1bd7defb8d81f48363bb8622b3fef00
+size 14391

checkpoint-216/scheduler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6c165805c6ec023b291231674f4f38def913f38b5d09d9d0edf165026ae6b595
+size 1465

checkpoint-216/special_tokens_map.json

@@ -0,0 +1,25 @@
+{
+  "additional_special_tokens": [
+    "<|im_start|>",
+    "<|im_end|>",
+    "<|object_ref_start|>",
+    "<|object_ref_end|>",
+    "<|box_start|>",
+    "<|box_end|>",
+    "<|quad_start|>",
+    "<|quad_end|>",
+    "<|vision_start|>",
+    "<|vision_end|>",
+    "<|vision_pad|>",
+    "<|image_pad|>",
+    "<|video_pad|>"
+  ],
+  "eos_token": {
+    "content": "<|im_end|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": "<|im_end|>"
+}

checkpoint-216/tokenizer_config.json

@@ -0,0 +1,239 @@
+{
+  "add_bos_token": false,
+  "add_prefix_space": false,
+  "added_tokens_decoder": {
+    "151643": {
+      "content": "<|endoftext|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151644": {
+      "content": "<|im_start|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151645": {
+      "content": "<|im_end|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151646": {
+      "content": "<|object_ref_start|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151647": {
+      "content": "<|object_ref_end|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151648": {
+      "content": "<|box_start|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151649": {
+      "content": "<|box_end|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151650": {
+      "content": "<|quad_start|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151651": {
+      "content": "<|quad_end|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151652": {
+      "content": "<|vision_start|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151653": {
+      "content": "<|vision_end|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151654": {
+      "content": "<|vision_pad|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151655": {
+      "content": "<|image_pad|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151656": {
+      "content": "<|video_pad|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151657": {
+      "content": "<tool_call>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151658": {
+      "content": "</tool_call>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151659": {
+      "content": "<|fim_prefix|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151660": {
+      "content": "<|fim_middle|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151661": {
+      "content": "<|fim_suffix|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151662": {
+      "content": "<|fim_pad|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151663": {
+      "content": "<|repo_name|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151664": {
+      "content": "<|file_sep|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151665": {
+      "content": "<tool_response>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151666": {
+      "content": "</tool_response>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151667": {
+      "content": "<think>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151668": {
+      "content": "</think>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    }
+  },
+  "additional_special_tokens": [
+    "<|im_start|>",
+    "<|im_end|>",
+    "<|object_ref_start|>",
+    "<|object_ref_end|>",
+    "<|box_start|>",
+    "<|box_end|>",
+    "<|quad_start|>",
+    "<|quad_end|>",
+    "<|vision_start|>",
+    "<|vision_end|>",
+    "<|vision_pad|>",
+    "<|image_pad|>",
+    "<|video_pad|>"
+  ],
+  "bos_token": null,
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<|im_end|>",
+  "errors": "replace",
+  "extra_special_tokens": {},
+  "model_max_length": 131072,
+  "pad_token": "<|im_end|>",
+  "split_special_tokens": false,
+  "tokenizer_class": "Qwen2Tokenizer",
+  "unk_token": null
+}

checkpoint-216/trainer_state.json

@@ -0,0 +1,342 @@
+{
+  "best_global_step": null,
+  "best_metric": null,
+  "best_model_checkpoint": null,
+  "epoch": 9.0,
+  "eval_steps": 500,
+  "global_step": 216,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 0.041666666666666664,
+      "grad_norm": 73.5,
+      "learning_rate": 0.0,
+      "loss": 3.9287,
+      "step": 1
+    },
+    {
+      "epoch": 0.20833333333333334,
+      "grad_norm": 80.5,
+      "learning_rate": 4.000000000000001e-06,
+      "loss": 3.994,
+      "step": 5
+    },
+    {
+      "epoch": 0.4166666666666667,
+      "grad_norm": 63.75,
+      "learning_rate": 9e-06,
+      "loss": 3.6819,
+      "step": 10
+    },
+    {
+      "epoch": 0.625,
+      "grad_norm": 49.25,
+      "learning_rate": 1.4000000000000001e-05,
+      "loss": 2.5702,
+      "step": 15
+    },
+    {
+      "epoch": 0.8333333333333334,
+      "grad_norm": 48.75,
+      "learning_rate": 1.9e-05,
+      "loss": 1.4286,
+      "step": 20
+    },
+    {
+      "epoch": 1.0416666666666667,
+      "grad_norm": 11.3125,
+      "learning_rate": 2.4e-05,
+      "loss": 0.7957,
+      "step": 25
+    },
+    {
+      "epoch": 1.25,
+      "grad_norm": 9.0625,
+      "learning_rate": 2.9e-05,
+      "loss": 0.7432,
+      "step": 30
+    },
+    {
+      "epoch": 1.4583333333333333,
+      "grad_norm": 16.5,
+      "learning_rate": 3.4000000000000007e-05,
+      "loss": 0.6508,
+      "step": 35
+    },
+    {
+      "epoch": 1.6666666666666665,
+      "grad_norm": 12.75,
+      "learning_rate": 3.9000000000000006e-05,
+      "loss": 0.591,
+      "step": 40
+    },
+    {
+      "epoch": 1.875,
+      "grad_norm": 6.59375,
+      "learning_rate": 4.4000000000000006e-05,
+      "loss": 0.6682,
+      "step": 45
+    },
+    {
+      "epoch": 2.0833333333333335,
+      "grad_norm": 11.1875,
+      "learning_rate": 4.9e-05,
+      "loss": 0.4391,
+      "step": 50
+    },
+    {
+      "epoch": 2.2916666666666665,
+      "grad_norm": 9.5,
+      "learning_rate": 4.8947368421052635e-05,
+      "loss": 0.3461,
+      "step": 55
+    },
+    {
+      "epoch": 2.5,
+      "grad_norm": 15.5,
+      "learning_rate": 4.7631578947368424e-05,
+      "loss": 0.4083,
+      "step": 60
+    },
+    {
+      "epoch": 2.7083333333333335,
+      "grad_norm": 12.0,
+      "learning_rate": 4.6315789473684214e-05,
+      "loss": 0.377,
+      "step": 65
+    },
+    {
+      "epoch": 2.9166666666666665,
+      "grad_norm": 10.0625,
+      "learning_rate": 4.5e-05,
+      "loss": 0.3861,
+      "step": 70
+    },
+    {
+      "epoch": 3.125,
+      "grad_norm": 6.78125,
+      "learning_rate": 4.368421052631579e-05,
+      "loss": 0.3271,
+      "step": 75
+    },
+    {
+      "epoch": 3.3333333333333335,
+      "grad_norm": 5.125,
+      "learning_rate": 4.236842105263158e-05,
+      "loss": 0.2295,
+      "step": 80
+    },
+    {
+      "epoch": 3.5416666666666665,
+      "grad_norm": 5.75,
+      "learning_rate": 4.105263157894737e-05,
+      "loss": 0.2661,
+      "step": 85
+    },
+    {
+      "epoch": 3.75,
+      "grad_norm": 10.9375,
+      "learning_rate": 3.973684210526316e-05,
+      "loss": 0.2583,
+      "step": 90
+    },
+    {
+      "epoch": 3.9583333333333335,
+      "grad_norm": 10.0625,
+      "learning_rate": 3.842105263157895e-05,
+      "loss": 0.2631,
+      "step": 95
+    },
+    {
+      "epoch": 4.166666666666667,
+      "grad_norm": 6.4375,
+      "learning_rate": 3.710526315789474e-05,
+      "loss": 0.1991,
+      "step": 100
+    },
+    {
+      "epoch": 4.375,
+      "grad_norm": 6.71875,
+      "learning_rate": 3.578947368421053e-05,
+      "loss": 0.1937,
+      "step": 105
+    },
+    {
+      "epoch": 4.583333333333333,
+      "grad_norm": 5.0,
+      "learning_rate": 3.447368421052632e-05,
+      "loss": 0.1894,
+      "step": 110
+    },
+    {
+      "epoch": 4.791666666666667,
+      "grad_norm": 10.8125,
+      "learning_rate": 3.3157894736842106e-05,
+      "loss": 0.2233,
+      "step": 115
+    },
+    {
+      "epoch": 5.0,
+      "grad_norm": 6.53125,
+      "learning_rate": 3.1842105263157895e-05,
+      "loss": 0.2006,
+      "step": 120
+    },
+    {
+      "epoch": 5.208333333333333,
+      "grad_norm": 4.59375,
+      "learning_rate": 3.0526315789473684e-05,
+      "loss": 0.1657,
+      "step": 125
+    },
+    {
+      "epoch": 5.416666666666667,
+      "grad_norm": 4.65625,
+      "learning_rate": 2.9210526315789477e-05,
+      "loss": 0.1937,
+      "step": 130
+    },
+    {
+      "epoch": 5.625,
+      "grad_norm": 7.90625,
+      "learning_rate": 2.7894736842105263e-05,
+      "loss": 0.1801,
+      "step": 135
+    },
+    {
+      "epoch": 5.833333333333333,
+      "grad_norm": 3.984375,
+      "learning_rate": 2.6578947368421052e-05,
+      "loss": 0.1704,
+      "step": 140
+    },
+    {
+      "epoch": 6.041666666666667,
+      "grad_norm": 3.8125,
+      "learning_rate": 2.5263157894736845e-05,
+      "loss": 0.168,
+      "step": 145
+    },
+    {
+      "epoch": 6.25,
+      "grad_norm": 5.15625,
+      "learning_rate": 2.394736842105263e-05,
+      "loss": 0.1395,
+      "step": 150
+    },
+    {
+      "epoch": 6.458333333333333,
+      "grad_norm": 4.25,
+      "learning_rate": 2.2631578947368423e-05,
+      "loss": 0.1426,
+      "step": 155
+    },
+    {
+      "epoch": 6.666666666666667,
+      "grad_norm": 4.8125,
+      "learning_rate": 2.1315789473684212e-05,
+      "loss": 0.1591,
+      "step": 160
+    },
+    {
+      "epoch": 6.875,
+      "grad_norm": 5.3125,
+      "learning_rate": 2e-05,
+      "loss": 0.1656,
+      "step": 165
+    },
+    {
+      "epoch": 7.083333333333333,
+      "grad_norm": 3.53125,
+      "learning_rate": 1.868421052631579e-05,
+      "loss": 0.1505,
+      "step": 170
+    },
+    {
+      "epoch": 7.291666666666667,
+      "grad_norm": 4.875,
+      "learning_rate": 1.736842105263158e-05,
+      "loss": 0.1356,
+      "step": 175
+    },
+    {
+      "epoch": 7.5,
+      "grad_norm": 3.890625,
+      "learning_rate": 1.605263157894737e-05,
+      "loss": 0.1359,
+      "step": 180
+    },
+    {
+      "epoch": 7.708333333333333,
+      "grad_norm": 3.59375,
+      "learning_rate": 1.4736842105263157e-05,
+      "loss": 0.1444,
+      "step": 185
+    },
+    {
+      "epoch": 7.916666666666667,
+      "grad_norm": 4.5,
+      "learning_rate": 1.3421052631578948e-05,
+      "loss": 0.1446,
+      "step": 190
+    },
+    {
+      "epoch": 8.125,
+      "grad_norm": 3.375,
+      "learning_rate": 1.2105263157894737e-05,
+      "loss": 0.1381,
+      "step": 195
+    },
+    {
+      "epoch": 8.333333333333334,
+      "grad_norm": 4.03125,
+      "learning_rate": 1.0789473684210526e-05,
+      "loss": 0.1372,
+      "step": 200
+    },
+    {
+      "epoch": 8.541666666666666,
+      "grad_norm": 3.921875,
+      "learning_rate": 9.473684210526317e-06,
+      "loss": 0.1354,
+      "step": 205
+    },
+    {
+      "epoch": 8.75,
+      "grad_norm": 4.03125,
+      "learning_rate": 8.157894736842106e-06,
+      "loss": 0.1321,
+      "step": 210
+    },
+    {
+      "epoch": 8.958333333333334,
+      "grad_norm": 3.390625,
+      "learning_rate": 6.842105263157896e-06,
+      "loss": 0.1351,
+      "step": 215
+    }
+  ],
+  "logging_steps": 5,
+  "max_steps": 240,
+  "num_input_tokens_seen": 0,
+  "num_train_epochs": 10,
+  "save_steps": 500,
+  "stateful_callbacks": {
+    "TrainerControl": {
+      "args": {
+        "should_epoch_stop": false,
+        "should_evaluate": false,
+        "should_log": false,
+        "should_save": true,
+        "should_training_stop": false
+      },
+      "attributes": {}
+    }
+  },
+  "total_flos": 572368078503936.0,
+  "train_batch_size": 4,
+  "trial_name": null,
+  "trial_params": null
+}

checkpoint-216/training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c57dd6ee21e08885a384c25251b744c7c77828bafa879ca11b2116f30c68c8c3
+size 5713

checkpoint-240/added_tokens.json

@@ -0,0 +1,28 @@
+{
+  "</think>": 151668,
+  "</tool_call>": 151658,
+  "</tool_response>": 151666,
+  "<think>": 151667,
+  "<tool_call>": 151657,
+  "<tool_response>": 151665,
+  "<|box_end|>": 151649,
+  "<|box_start|>": 151648,
+  "<|endoftext|>": 151643,
+  "<|file_sep|>": 151664,
+  "<|fim_middle|>": 151660,
+  "<|fim_pad|>": 151662,
+  "<|fim_prefix|>": 151659,
+  "<|fim_suffix|>": 151661,
+  "<|im_end|>": 151645,
+  "<|im_start|>": 151644,
+  "<|image_pad|>": 151655,
+  "<|object_ref_end|>": 151647,
+  "<|object_ref_start|>": 151646,
+  "<|quad_end|>": 151651,
+  "<|quad_start|>": 151650,
+  "<|repo_name|>": 151663,
+  "<|video_pad|>": 151656,
+  "<|vision_end|>": 151653,
+  "<|vision_pad|>": 151654,
+  "<|vision_start|>": 151652
+}

checkpoint-240/chat_template.jinja

@@ -0,0 +1,89 @@
+{%- 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 <tools></tools> XML tags:\n<tools>" }}
+    {%- for tool in tools %}
+        {{- "\n" }}
+        {{- tool | tojson }}
+    {%- endfor %}
+    {{- "\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" }}
+{%- 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 message in messages[::-1] %}
+    {%- set index = (messages|length - 1) - loop.index0 %}
+    {%- if ns.multi_step_tool and message.role == "user" and message.content is string and not(message.content.startswith('<tool_response>') and message.content.endswith('</tool_response>')) %}
+        {%- set ns.multi_step_tool = false %}
+        {%- set ns.last_query_index = index %}
+    {%- endif %}
+{%- endfor %}
+{%- for message in messages %}
+    {%- if message.content is string %}
+        {%- set content = message.content %}
+    {%- else %}
+        {%- set content = '' %}
+    {%- endif %}
+    {%- if (message.role == "user") or (message.role == "system" and not loop.first) %}
+        {{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>' + '\n' }}
+    {%- 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 %}
+        {%- if loop.index0 > ns.last_query_index %}
+            {%- if loop.last or (not loop.last and reasoning_content) %}
+                {{- '<|im_start|>' + message.role + '\n<think>\n' + reasoning_content.strip('\n') + '\n</think>\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 %}
+                {{- '<tool_call>\n{"name": "' }}
+                {{- tool_call.name }}
+                {{- '", "arguments": ' }}
+                {%- if tool_call.arguments is string %}
+                    {{- tool_call.arguments }}
+                {%- else %}
+                    {{- tool_call.arguments | tojson }}
+                {%- endif %}
+                {{- '}\n</tool_call>' }}
+            {%- endfor %}
+        {%- endif %}
+        {{- '<|im_end|>\n' }}
+    {%- elif message.role == "tool" %}
+        {%- if loop.first or (messages[loop.index0 - 1].role != "tool") %}
+            {{- '<|im_start|>user' }}
+        {%- endif %}
+        {{- '\n<tool_response>\n' }}
+        {{- content }}
+        {{- '\n</tool_response>' }}
+        {%- 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 %}
+        {{- '<think>\n\n</think>\n\n' }}
+    {%- endif %}
+{%- endif %}

checkpoint-240/config.json

@@ -0,0 +1,60 @@
+{
+  "architectures": [
+    "Qwen3ForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "dtype": "bfloat16",
+  "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": 151645,
+  "rms_norm_eps": 1e-06,
+  "rope_scaling": null,
+  "rope_theta": 1000000,
+  "sliding_window": null,
+  "tie_word_embeddings": true,
+  "transformers_version": "4.56.1",
+  "use_cache": true,
+  "use_sliding_window": false,
+  "vocab_size": 151936
+}

checkpoint-240/generation_config.json

@@ -0,0 +1,12 @@
+{
+  "do_sample": true,
+  "eos_token_id": [
+    151645,
+    151643
+  ],
+  "pad_token_id": 151645,
+  "temperature": 0.6,
+  "top_k": 20,
+  "top_p": 0.95,
+  "transformers_version": "4.56.1"
+}

checkpoint-240/model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a6a9ae479f1f4509d12d547b8b5eb3c5b6b031dd7ee66f9d0ac74552dec87032
+size 1192135096

checkpoint-240/optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:33fbf37852ca0d8ce03c282d4e8fcf78b26926841dcc48c3663eb133a6ca4ad3
+size 2384451723

checkpoint-240/rng_state.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:527276764335e03ea915d0573a9ad59eeff630ed1d94d41b99d98ba5a5610338
+size 14391

checkpoint-240/scheduler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fcb018bb4914c132e9aa57195da03a5a6ab62a5c65ffe18011d8098bbd5e83f7
+size 1465

checkpoint-240/special_tokens_map.json

@@ -0,0 +1,25 @@
+{
+  "additional_special_tokens": [
+    "<|im_start|>",
+    "<|im_end|>",
+    "<|object_ref_start|>",
+    "<|object_ref_end|>",
+    "<|box_start|>",
+    "<|box_end|>",
+    "<|quad_start|>",
+    "<|quad_end|>",
+    "<|vision_start|>",
+    "<|vision_end|>",
+    "<|vision_pad|>",
+    "<|image_pad|>",
+    "<|video_pad|>"
+  ],
+  "eos_token": {
+    "content": "<|im_end|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": "<|im_end|>"
+}

checkpoint-240/tokenizer_config.json

@@ -0,0 +1,239 @@
+{
+  "add_bos_token": false,
+  "add_prefix_space": false,
+  "added_tokens_decoder": {
+    "151643": {
+      "content": "<|endoftext|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151644": {
+      "content": "<|im_start|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151645": {
+      "content": "<|im_end|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151646": {
+      "content": "<|object_ref_start|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151647": {
+      "content": "<|object_ref_end|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151648": {
+      "content": "<|box_start|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151649": {
+      "content": "<|box_end|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151650": {
+      "content": "<|quad_start|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151651": {
+      "content": "<|quad_end|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151652": {
+      "content": "<|vision_start|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151653": {
+      "content": "<|vision_end|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151654": {
+      "content": "<|vision_pad|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151655": {
+      "content": "<|image_pad|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151656": {
+      "content": "<|video_pad|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151657": {
+      "content": "<tool_call>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151658": {
+      "content": "</tool_call>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151659": {
+      "content": "<|fim_prefix|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151660": {
+      "content": "<|fim_middle|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151661": {
+      "content": "<|fim_suffix|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151662": {
+      "content": "<|fim_pad|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151663": {
+      "content": "<|repo_name|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151664": {
+      "content": "<|file_sep|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151665": {
+      "content": "<tool_response>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151666": {
+      "content": "</tool_response>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151667": {
+      "content": "<think>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151668": {
+      "content": "</think>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    }
+  },
+  "additional_special_tokens": [
+    "<|im_start|>",
+    "<|im_end|>",
+    "<|object_ref_start|>",
+    "<|object_ref_end|>",
+    "<|box_start|>",
+    "<|box_end|>",
+    "<|quad_start|>",
+    "<|quad_end|>",
+    "<|vision_start|>",
+    "<|vision_end|>",
+    "<|vision_pad|>",
+    "<|image_pad|>",
+    "<|video_pad|>"
+  ],
+  "bos_token": null,
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<|im_end|>",
+  "errors": "replace",
+  "extra_special_tokens": {},
+  "model_max_length": 131072,
+  "pad_token": "<|im_end|>",
+  "split_special_tokens": false,
+  "tokenizer_class": "Qwen2Tokenizer",
+  "unk_token": null
+}

checkpoint-240/trainer_state.json

@@ -0,0 +1,377 @@
+{
+  "best_global_step": null,
+  "best_metric": null,
+  "best_model_checkpoint": null,
+  "epoch": 10.0,
+  "eval_steps": 500,
+  "global_step": 240,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 0.041666666666666664,
+      "grad_norm": 73.5,
+      "learning_rate": 0.0,
+      "loss": 3.9287,
+      "step": 1
+    },
+    {
+      "epoch": 0.20833333333333334,
+      "grad_norm": 80.5,
+      "learning_rate": 4.000000000000001e-06,
+      "loss": 3.994,
+      "step": 5
+    },
+    {
+      "epoch": 0.4166666666666667,
+      "grad_norm": 63.75,
+      "learning_rate": 9e-06,
+      "loss": 3.6819,
+      "step": 10
+    },
+    {
+      "epoch": 0.625,
+      "grad_norm": 49.25,
+      "learning_rate": 1.4000000000000001e-05,
+      "loss": 2.5702,
+      "step": 15
+    },
+    {
+      "epoch": 0.8333333333333334,
+      "grad_norm": 48.75,
+      "learning_rate": 1.9e-05,
+      "loss": 1.4286,
+      "step": 20
+    },
+    {
+      "epoch": 1.0416666666666667,
+      "grad_norm": 11.3125,
+      "learning_rate": 2.4e-05,
+      "loss": 0.7957,
+      "step": 25
+    },
+    {
+      "epoch": 1.25,
+      "grad_norm": 9.0625,
+      "learning_rate": 2.9e-05,
+      "loss": 0.7432,
+      "step": 30
+    },
+    {
+      "epoch": 1.4583333333333333,
+      "grad_norm": 16.5,
+      "learning_rate": 3.4000000000000007e-05,
+      "loss": 0.6508,
+      "step": 35
+    },
+    {
+      "epoch": 1.6666666666666665,
+      "grad_norm": 12.75,
+      "learning_rate": 3.9000000000000006e-05,
+      "loss": 0.591,
+      "step": 40
+    },
+    {
+      "epoch": 1.875,
+      "grad_norm": 6.59375,
+      "learning_rate": 4.4000000000000006e-05,
+      "loss": 0.6682,
+      "step": 45
+    },
+    {
+      "epoch": 2.0833333333333335,
+      "grad_norm": 11.1875,
+      "learning_rate": 4.9e-05,
+      "loss": 0.4391,
+      "step": 50
+    },
+    {
+      "epoch": 2.2916666666666665,
+      "grad_norm": 9.5,
+      "learning_rate": 4.8947368421052635e-05,
+      "loss": 0.3461,
+      "step": 55
+    },
+    {
+      "epoch": 2.5,
+      "grad_norm": 15.5,
+      "learning_rate": 4.7631578947368424e-05,
+      "loss": 0.4083,
+      "step": 60
+    },
+    {
+      "epoch": 2.7083333333333335,
+      "grad_norm": 12.0,
+      "learning_rate": 4.6315789473684214e-05,
+      "loss": 0.377,
+      "step": 65
+    },
+    {
+      "epoch": 2.9166666666666665,
+      "grad_norm": 10.0625,
+      "learning_rate": 4.5e-05,
+      "loss": 0.3861,
+      "step": 70
+    },
+    {
+      "epoch": 3.125,
+      "grad_norm": 6.78125,
+      "learning_rate": 4.368421052631579e-05,
+      "loss": 0.3271,
+      "step": 75
+    },
+    {
+      "epoch": 3.3333333333333335,
+      "grad_norm": 5.125,
+      "learning_rate": 4.236842105263158e-05,
+      "loss": 0.2295,
+      "step": 80
+    },
+    {
+      "epoch": 3.5416666666666665,
+      "grad_norm": 5.75,
+      "learning_rate": 4.105263157894737e-05,
+      "loss": 0.2661,
+      "step": 85
+    },
+    {
+      "epoch": 3.75,
+      "grad_norm": 10.9375,
+      "learning_rate": 3.973684210526316e-05,
+      "loss": 0.2583,
+      "step": 90
+    },
+    {
+      "epoch": 3.9583333333333335,
+      "grad_norm": 10.0625,
+      "learning_rate": 3.842105263157895e-05,
+      "loss": 0.2631,
+      "step": 95
+    },
+    {
+      "epoch": 4.166666666666667,
+      "grad_norm": 6.4375,
+      "learning_rate": 3.710526315789474e-05,
+      "loss": 0.1991,
+      "step": 100
+    },
+    {
+      "epoch": 4.375,
+      "grad_norm": 6.71875,
+      "learning_rate": 3.578947368421053e-05,
+      "loss": 0.1937,
+      "step": 105
+    },
+    {
+      "epoch": 4.583333333333333,
+      "grad_norm": 5.0,
+      "learning_rate": 3.447368421052632e-05,
+      "loss": 0.1894,
+      "step": 110
+    },
+    {
+      "epoch": 4.791666666666667,
+      "grad_norm": 10.8125,
+      "learning_rate": 3.3157894736842106e-05,
+      "loss": 0.2233,
+      "step": 115
+    },
+    {
+      "epoch": 5.0,
+      "grad_norm": 6.53125,
+      "learning_rate": 3.1842105263157895e-05,
+      "loss": 0.2006,
+      "step": 120
+    },
+    {
+      "epoch": 5.208333333333333,
+      "grad_norm": 4.59375,
+      "learning_rate": 3.0526315789473684e-05,
+      "loss": 0.1657,
+      "step": 125
+    },
+    {
+      "epoch": 5.416666666666667,
+      "grad_norm": 4.65625,
+      "learning_rate": 2.9210526315789477e-05,
+      "loss": 0.1937,
+      "step": 130
+    },
+    {
+      "epoch": 5.625,
+      "grad_norm": 7.90625,
+      "learning_rate": 2.7894736842105263e-05,
+      "loss": 0.1801,
+      "step": 135
+    },
+    {
+      "epoch": 5.833333333333333,
+      "grad_norm": 3.984375,
+      "learning_rate": 2.6578947368421052e-05,
+      "loss": 0.1704,
+      "step": 140
+    },
+    {
+      "epoch": 6.041666666666667,
+      "grad_norm": 3.8125,
+      "learning_rate": 2.5263157894736845e-05,
+      "loss": 0.168,
+      "step": 145
+    },
+    {
+      "epoch": 6.25,
+      "grad_norm": 5.15625,
+      "learning_rate": 2.394736842105263e-05,
+      "loss": 0.1395,
+      "step": 150
+    },
+    {
+      "epoch": 6.458333333333333,
+      "grad_norm": 4.25,
+      "learning_rate": 2.2631578947368423e-05,
+      "loss": 0.1426,
+      "step": 155
+    },
+    {
+      "epoch": 6.666666666666667,
+      "grad_norm": 4.8125,
+      "learning_rate": 2.1315789473684212e-05,
+      "loss": 0.1591,
+      "step": 160
+    },
+    {
+      "epoch": 6.875,
+      "grad_norm": 5.3125,
+      "learning_rate": 2e-05,
+      "loss": 0.1656,
+      "step": 165
+    },
+    {
+      "epoch": 7.083333333333333,
+      "grad_norm": 3.53125,
+      "learning_rate": 1.868421052631579e-05,
+      "loss": 0.1505,
+      "step": 170
+    },
+    {
+      "epoch": 7.291666666666667,
+      "grad_norm": 4.875,
+      "learning_rate": 1.736842105263158e-05,
+      "loss": 0.1356,
+      "step": 175
+    },
+    {
+      "epoch": 7.5,
+      "grad_norm": 3.890625,
+      "learning_rate": 1.605263157894737e-05,
+      "loss": 0.1359,
+      "step": 180
+    },
+    {
+      "epoch": 7.708333333333333,
+      "grad_norm": 3.59375,
+      "learning_rate": 1.4736842105263157e-05,
+      "loss": 0.1444,
+      "step": 185
+    },
+    {
+      "epoch": 7.916666666666667,
+      "grad_norm": 4.5,
+      "learning_rate": 1.3421052631578948e-05,
+      "loss": 0.1446,
+      "step": 190
+    },
+    {
+      "epoch": 8.125,
+      "grad_norm": 3.375,
+      "learning_rate": 1.2105263157894737e-05,
+      "loss": 0.1381,
+      "step": 195
+    },
+    {
+      "epoch": 8.333333333333334,
+      "grad_norm": 4.03125,
+      "learning_rate": 1.0789473684210526e-05,
+      "loss": 0.1372,
+      "step": 200
+    },
+    {
+      "epoch": 8.541666666666666,
+      "grad_norm": 3.921875,
+      "learning_rate": 9.473684210526317e-06,
+      "loss": 0.1354,
+      "step": 205
+    },
+    {
+      "epoch": 8.75,
+      "grad_norm": 4.03125,
+      "learning_rate": 8.157894736842106e-06,
+      "loss": 0.1321,
+      "step": 210
+    },
+    {
+      "epoch": 8.958333333333334,
+      "grad_norm": 3.390625,
+      "learning_rate": 6.842105263157896e-06,
+      "loss": 0.1351,
+      "step": 215
+    },
+    {
+      "epoch": 9.166666666666666,
+      "grad_norm": 3.96875,
+      "learning_rate": 5.526315789473684e-06,
+      "loss": 0.1331,
+      "step": 220
+    },
+    {
+      "epoch": 9.375,
+      "grad_norm": 3.84375,
+      "learning_rate": 4.210526315789474e-06,
+      "loss": 0.129,
+      "step": 225
+    },
+    {
+      "epoch": 9.583333333333334,
+      "grad_norm": 3.953125,
+      "learning_rate": 2.8947368421052634e-06,
+      "loss": 0.1285,
+      "step": 230
+    },
+    {
+      "epoch": 9.791666666666666,
+      "grad_norm": 3.828125,
+      "learning_rate": 1.5789473684210528e-06,
+      "loss": 0.1367,
+      "step": 235
+    },
+    {
+      "epoch": 10.0,
+      "grad_norm": 6.5,
+      "learning_rate": 2.6315789473684213e-07,
+      "loss": 0.1335,
+      "step": 240
+    }
+  ],
+  "logging_steps": 5,
+  "max_steps": 240,
+  "num_input_tokens_seen": 0,
+  "num_train_epochs": 10,
+  "save_steps": 500,
+  "stateful_callbacks": {
+    "TrainerControl": {
+      "args": {
+        "should_epoch_stop": false,
+        "should_evaluate": false,
+        "should_log": false,
+        "should_save": true,
+        "should_training_stop": true
+      },
+      "attributes": {}
+    }
+  },
+  "total_flos": 635964531671040.0,
+  "train_batch_size": 4,
+  "trial_name": null,
+  "trial_params": null
+}

checkpoint-240/training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c57dd6ee21e08885a384c25251b744c7c77828bafa879ca11b2116f30c68c8c3
+size 5713

config.json

@@ -0,0 +1,60 @@
+{
+  "architectures": [
+    "Qwen3ForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "dtype": "bfloat16",
+  "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": 151645,
+  "rms_norm_eps": 1e-06,
+  "rope_scaling": null,
+  "rope_theta": 1000000,
+  "sliding_window": null,
+  "tie_word_embeddings": true,
+  "transformers_version": "4.56.1",
+  "use_cache": true,
+  "use_sliding_window": false,
+  "vocab_size": 151936
+}

generation_config.json

@@ -0,0 +1,12 @@
+{
+  "do_sample": true,
+  "eos_token_id": [
+    151645,
+    151643
+  ],
+  "pad_token_id": 151645,
+  "temperature": 0.6,
+  "top_k": 20,
+  "top_p": 0.95,
+  "transformers_version": "4.56.1"
+}

gguf/zen-nano-0.6b-Q4_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e7cc02f96235c30635efb16d603e0c2fec718ce35ee519873227660b521975a2
+size 396704320

gguf/zen-nano-0.6b-Q5_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:35282e1e90055515be54f19381b613fb4730a206d75fcd0d50860d978b804653
+size 444414528

gguf/zen-nano-0.6b-Q8_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:149506af2ba7f68195df57fe3aaf0152b88e651e3930501aba8b25623fbde0f9
+size 639446592

gguf/zen-nano-0.6b-f16.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a0135a2e8b9e93c0a3a27306d84166447bb19c8fabafedbc5e3c509269e5f196
+size 1198181952

model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a6a9ae479f1f4509d12d547b8b5eb3c5b6b031dd7ee66f9d0ac74552dec87032
+size 1192135096

optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ba91f17480d811dcf8acac44c6def8c1268c45461d6f7d99d16779f661226c08
+size 2384451723

rng_state.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:39e0be4f448bb33f8b4fa29459a8f8b0c1fba61268187c625e170a5ba0fb9710
+size 14391

scheduler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:99b187bc43043d53c20c13dc7755f997532cdf7f3cb24243135ca8fbbbca7d55
+size 1465

special_tokens_map.json

@@ -0,0 +1,25 @@
+{
+  "additional_special_tokens": [
+    "<|im_start|>",
+    "<|im_end|>",
+    "<|object_ref_start|>",
+    "<|object_ref_end|>",
+    "<|box_start|>",
+    "<|box_end|>",
+    "<|quad_start|>",
+    "<|quad_end|>",
+    "<|vision_start|>",
+    "<|vision_end|>",
+    "<|vision_pad|>",
+    "<|image_pad|>",
+    "<|video_pad|>"
+  ],
+  "eos_token": {
+    "content": "<|im_end|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": "<|im_end|>"
+}

tokenizer_config.json

@@ -0,0 +1,239 @@
+{
+  "add_bos_token": false,
+  "add_prefix_space": false,
+  "added_tokens_decoder": {
+    "151643": {
+      "content": "<|endoftext|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151644": {
+      "content": "<|im_start|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151645": {
+      "content": "<|im_end|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151646": {
+      "content": "<|object_ref_start|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151647": {
+      "content": "<|object_ref_end|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151648": {
+      "content": "<|box_start|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151649": {
+      "content": "<|box_end|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151650": {
+      "content": "<|quad_start|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151651": {
+      "content": "<|quad_end|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151652": {
+      "content": "<|vision_start|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151653": {
+      "content": "<|vision_end|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151654": {
+      "content": "<|vision_pad|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151655": {
+      "content": "<|image_pad|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151656": {
+      "content": "<|video_pad|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151657": {
+      "content": "<tool_call>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151658": {
+      "content": "</tool_call>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151659": {
+      "content": "<|fim_prefix|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151660": {
+      "content": "<|fim_middle|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151661": {
+      "content": "<|fim_suffix|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151662": {
+      "content": "<|fim_pad|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151663": {
+      "content": "<|repo_name|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151664": {
+      "content": "<|file_sep|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151665": {
+      "content": "<tool_response>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151666": {
+      "content": "</tool_response>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151667": {
+      "content": "<think>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151668": {
+      "content": "</think>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    }
+  },
+  "additional_special_tokens": [
+    "<|im_start|>",
+    "<|im_end|>",
+    "<|object_ref_start|>",
+    "<|object_ref_end|>",
+    "<|box_start|>",
+    "<|box_end|>",
+    "<|quad_start|>",
+    "<|quad_end|>",
+    "<|vision_start|>",
+    "<|vision_end|>",
+    "<|vision_pad|>",
+    "<|image_pad|>",
+    "<|video_pad|>"
+  ],
+  "bos_token": null,
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<|im_end|>",
+  "errors": "replace",
+  "extra_special_tokens": {},
+  "model_max_length": 131072,
+  "pad_token": "<|im_end|>",
+  "split_special_tokens": false,
+  "tokenizer_class": "Qwen2Tokenizer",
+  "unk_token": null
+}

trainer_state.json

@@ -0,0 +1,69 @@
+{
+  "best_global_step": null,
+  "best_metric": null,
+  "best_model_checkpoint": null,
+  "epoch": 1.0,
+  "eval_steps": 500,
+  "global_step": 24,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 0.041666666666666664,
+      "grad_norm": 73.5,
+      "learning_rate": 0.0,
+      "loss": 3.9287,
+      "step": 1
+    },
+    {
+      "epoch": 0.20833333333333334,
+      "grad_norm": 80.5,
+      "learning_rate": 4.000000000000001e-06,
+      "loss": 3.994,
+      "step": 5
+    },
+    {
+      "epoch": 0.4166666666666667,
+      "grad_norm": 63.75,
+      "learning_rate": 9e-06,
+      "loss": 3.6819,
+      "step": 10
+    },
+    {
+      "epoch": 0.625,
+      "grad_norm": 49.25,
+      "learning_rate": 1.4000000000000001e-05,
+      "loss": 2.5702,
+      "step": 15
+    },
+    {
+      "epoch": 0.8333333333333334,
+      "grad_norm": 48.75,
+      "learning_rate": 1.9e-05,
+      "loss": 1.4286,
+      "step": 20
+    }
+  ],
+  "logging_steps": 5,
+  "max_steps": 240,
+  "num_input_tokens_seen": 0,
+  "num_train_epochs": 10,
+  "save_steps": 500,
+  "stateful_callbacks": {
+    "TrainerControl": {
+      "args": {
+        "should_epoch_stop": false,
+        "should_evaluate": false,
+        "should_log": false,
+        "should_save": true,
+        "should_training_stop": false
+      },
+      "attributes": {}
+    }
+  },
+  "total_flos": 63596453167104.0,
+  "train_batch_size": 4,
+  "trial_name": null,
+  "trial_params": null
+}

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c57dd6ee21e08885a384c25251b744c7c77828bafa879ca11b2116f30c68c8c3
+size 5713