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.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* 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

Modelfile

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+FROM ./fox1.2-openclaw.gguf
+
+# Fox1.2 OpenClaw - 100% Tool Supported
+# Optimized for OpenClaw agent orchestration
+
+SYSTEM """You are Fox1.2, a local AI assistant with 100% OpenClaw tool execution support.
+
+## Your Core Identity
+You are a compact, efficient AI assistant that runs locally. You execute tools to help users accomplish tasks.
+
+## Available Tools
+
+### File Operations
+- read: Read file contents (path required)
+- write: Write content to file (path, content required)
+- edit: Edit file by replacing exact text (path, oldText, newText required)
+
+### Shell Execution
+- exec: Execute shell commands
+  - command (required): The shell command to run
+  - workdir: Working directory
+  - env: Environment variables
+  - timeout: Timeout in seconds
+  - background: Run in background
+  - pty: Use pseudo-terminal
+
+### Process Management
+- process: Manage background exec sessions
+  - action: list|poll|write|send-keys|submit|paste|kill
+  - sessionId: Session ID from exec
+
+### Web Operations
+- web_search: Search the web (query, count, region, safeSearch)
+- web_fetch: Fetch URL content (url, extractMode, maxChars)
+
+### OpenClaw Management
+- session_status: Get session status and info
+- sessions_list: List active sessions
+- sessions_history: Get session message history
+- sessions_send: Send message to another session
+- sessions_spawn: Spawn isolated sub-agent
+- sessions_yield: End current turn
+- subagents: Manage sub-agents (list|kill|steer)
+
+### Cron Jobs
+- cron: Manage cron jobs
+  - action: status|list|add|update|remove|run|runs|wake
+  - job: Job object for add
+  - jobId: Job ID for other actions
+
+### Memory
+- memory_search: Search memory files
+- memory_get: Get specific memory content
+
+### Image Analysis
+- image: Analyze images (image|images, prompt)
+
+### Weather
+- weather: Get weather info (location)
+
+## Tool Call Format
+When you need to execute a tool, respond with JSON in this format:
+
+{"action": "tool_name", "param1": "value1", "param2": "value2"}
+
+Example:
+{"action": "exec", "command": "ls -la"}
+{"action": "read", "path": "/home/user/README.md"}
+{"action": "write", "path": "/home/user/test.txt", "content": "Hello World"}
+
+## Guidelines
+- Always use tools when you need to execute commands or access files
+- Never pretend to execute tools - actually call them
+- Be concise and efficient
+- For destructive commands, ask for confirmation first
+- When uncertain, ask the user
+
+## Constraints
+- Don't exfiltrate private data
+- Don't run commands that could harm the system
+- Ask before executing potentially dangerous operations
+
+Remember: Use tools proactively to accomplish tasks!"""
+
+PARAMETER temperature 0.7
+PARAMETER top_p 0.95
+PARAMETER top_k 20
+PARAMETER num_ctx 32768
+PARAMETER num_predict 4096
+PARAMETER repeat_penalty 1.1
+PARAMETER seed 42

README.md

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+# Fox1.2 OpenClaw - 100% OpenClaw Tool Supported
+
+A fine-tuned Qwen2.5-0.5B model optimized for OpenClaw agent tool execution.
+
+## Model Details
+- **Base:** Qwen2.5-0.5B-Instruct  
+- **Parameters:** ~494M (compressed, efficient)
+- **Context Length:** 32,768 tokens
+- **Size:** ~994MB (F16)
+
+## Capabilities - All OpenClaw Tools Supported ✅
+
+### Core Tools
+- **exec**: Shell command execution (ls, cd, git, docker, npm, pip, python, node, etc.)
+- **read**: Read file contents (path required)
+- **write**: Write content to file (path, content required)
+- **edit**: Edit file by replacing exact text (path, oldText, newText required)
+
+### Process Management
+- **process**: Background session management (list, poll, write, send-keys, submit, paste, kill)
+
+### Web Operations
+- **web_search**: DuckDuckGo search (query, count, region, safeSearch)
+- **web_fetch**: Fetch and extract web content (url, extractMode, maxChars)
+
+### OpenClaw Management
+- **session_status**: Get session information
+- **sessions_list**: List active sessions (activeMinutes, kinds, limit, messageLimit)
+- **sessions_history**: Get conversation history (sessionKey, includeTools, limit)
+- **sessions_send**: Send messages between sessions (sessionKey/label, message)
+- **sessions_spawn**: Spawn sub-agents or ACP sessions (task, runtime, mode, etc.)
+- **sessions_yield**: End current turn
+- **subagents**: Manage spawned sub-agents (list, kill, steer)
+
+### Cron Jobs
+- **cron**: Job management (status, list, add, update, remove, run, runs, wake)
+
+### Memory
+- **memory_search**: Search memory files (query, maxResults, minScore)
+- **memory_get**: Retrieve memory content (path, from, lines)
+
+### Additional
+- **image**: Image analysis (image/images, prompt)
+- **weather**: Weather information (location)
+
+## Tool Call Format
+
+When you need to execute a tool, respond with JSON in this format:
+
+```json
+{"action": "tool_name", "param1": "value1", "param2": "value2"}
+```
+
+### Examples
+
+```json
+{"action": "exec", "command": "ls -la"}
+{"action": "read", "path": "/home/user/README.md"}
+{"action": "write", "path": "/home/user/test.txt", "content": "Hello World"}
+{"action": "web_search", "query": "python tutorials"}
+{"action": "weather", "location": "Athens"}
+{"action": "cron", "action": "list"}
+{"action": "session_status"}
+```
+
+## Usage
+
+### Ollama
+```bash
+# Create the model
+ollama create fox1.2-openclaw -f Modelfile
+
+# Run it
+ollama run fox1.2-openclaw "list files in current directory"
+```
+
+### Python/Transformers
+```python
+from transformers import AutoModelForCausalLM, AutoTokenizer
+
+model = AutoModelForCausalLM.from_pretrained("teolm30/fox1.2-openclaw")
+tokenizer = AutoTokenizer.from_pretrained("teolm30/fox1.2-openclaw")
+
+# Generate tool call
+inputs = tokenizer("List all files", return_tensors="pt")
+outputs = model.generate(**inputs, max_new_tokens=256)
+print(tokenizer.decode(outputs[0]))
+```
+
+### HuggingFace CLI
+```bash
+# Download
+huggingface-cli download teolm30/fox1.2-openclaw
+
+# Or use curl
+curl -L -o fox1.2-openclaw.gguf https://huggingface.co/teolm30/fox1.2-opencloak/resolve/main/fox1.2-openclaw.gguf
+```
+
+## Why This Model?
+
+- **Compact**: 494M params - runs on consumer hardware (6GB VRAM)
+- **Fast**: Optimized for local inference
+- **100% Tool Support**: All OpenClaw agent tools supported
+- **Smart Tool Selection**: Knows when to use each tool appropriately
+- **OpenClaw Native**: Built specifically for OpenClaw integration
+
+## Training
+
+Trained on 200+ examples covering all OpenClaw tool patterns:
+- File operations (read, write, edit)
+- Shell commands (exec)
+- Web operations (search, fetch)
+- Session management
+- Cron jobs
+- Memory operations
+- And more...
+
+Optimized for tool call generation and execution in agent workflows.
+
+## OpenClaw Configuration
+
+Add to your `models.json`:
+
+```json
+{
+  "id": "fox1.2-openclaw:latest",
+  "name": "Fox1.2 OpenClaw",
+  "reasoning": false,
+  "input": ["text"],
+  "contextWindow": 32768,
+  "maxTokens": 4096,
+  "api": "ollama"
+}
+```
+
+Then restart OpenClaw: `openclaw gateway restart`
+
+## License
+Apache 2.0
+
+## Author
+teolm30 (OpenClaw Community)
+
+## Version History
+- v1.0 (2026-04-01): Initial release with 100% OpenClaw tool support

chat_template.jinja

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+{%- if tools %}
+    {{- '<|im_start|>system\n' }}
+    {%- if messages[0]['role'] == 'system' %}
+        {{- messages[0]['content'] }}
+    {%- else %}
+        {{- 'You are Qwen, created by Alibaba Cloud. You are a helpful assistant.' }}
+    {%- endif %}
+    {{- "\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>" }}
+    {%- 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' }}
+    {%- else %}
+        {{- '<|im_start|>system\nYou are Qwen, created by Alibaba Cloud. You are a helpful assistant.<|im_end|>\n' }}
+    {%- endif %}
+{%- endif %}
+{%- for message in messages %}
+    {%- if (message.role == "user") or (message.role == "system" and not loop.first) or (message.role == "assistant" and not message.tool_calls) %}
+        {{- '<|im_start|>' + message.role + '\n' + message.content + '<|im_end|>' + '\n' }}
+    {%- elif message.role == "assistant" %}
+        {{- '<|im_start|>' + message.role }}
+        {%- if message.content %}
+            {{- '\n' + message.content }}
+        {%- endif %}
+        {%- for tool_call in message.tool_calls %}
+            {%- if tool_call.function is defined %}
+                {%- set tool_call = tool_call.function %}
+            {%- endif %}
+            {{- '\n<tool_call>\n{"name": "' }}
+            {{- tool_call.name }}
+            {{- '", "arguments": ' }}
+            {{- tool_call.arguments | tojson }}
+            {{- '}\n</tool_call>' }}
+        {%- endfor %}
+        {{- '<|im_end|>\n' }}
+    {%- elif message.role == "tool" %}
+        {%- if (loop.index0 == 0) or (messages[loop.index0 - 1].role != "tool") %}
+            {{- '<|im_start|>user' }}
+        {%- endif %}
+        {{- '\n<tool_response>\n' }}
+        {{- message.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' }}
+{%- endif %}

config.json

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+{
+  "transformers_version": "5.5.0.dev0",
+  "architectures": [
+    "Qwen2ForCausalLM"
+  ],
+  "output_hidden_states": false,
+  "return_dict": true,
+  "dtype": "bfloat16",
+  "chunk_size_feed_forward": 0,
+  "is_encoder_decoder": false,
+  "id2label": {
+    "0": "LABEL_0",
+    "1": "LABEL_1"
+  },
+  "label2id": {
+    "LABEL_0": 0,
+    "LABEL_1": 1
+  },
+  "problem_type": null,
+  "vocab_size": 151936,
+  "hidden_size": 896,
+  "intermediate_size": 4864,
+  "num_hidden_layers": 24,
+  "num_attention_heads": 14,
+  "num_key_value_heads": 2,
+  "hidden_act": "silu",
+  "max_position_embeddings": 32768,
+  "initializer_range": 0.02,
+  "rms_norm_eps": 1e-06,
+  "use_cache": true,
+  "tie_word_embeddings": true,
+  "rope_parameters": {
+    "rope_theta": 1000000.0,
+    "rope_type": "default"
+  },
+  "use_sliding_window": false,
+  "sliding_window": null,
+  "max_window_layers": 21,
+  "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"
+  ],
+  "attention_dropout": 0.0,
+  "pad_token_id": null,
+  "bos_token_id": 151643,
+  "eos_token_id": 151645,
+  "_name_or_path": "Qwen/Qwen2.5-0.5B-Instruct",
+  "model_type": "qwen2",
+  "output_attentions": false
+}

generation_config.json

@@ -0,0 +1,14 @@
+{
+  "bos_token_id": 151643,
+  "do_sample": true,
+  "eos_token_id": [
+    151645,
+    151643
+  ],
+  "pad_token_id": 151643,
+  "repetition_penalty": 1.1,
+  "temperature": 0.7,
+  "top_k": 20,
+  "top_p": 0.8,
+  "transformers_version": "5.5.0.dev0"
+}

model.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:c0535386405ec41845e46e75aa63595477dc543dd3e1ef0aabbb1723f5975d81
+size 988097536

tokenizer.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3fd169731d2cbde95e10bf356d66d5997fd885dd8dbb6fb4684da3f23b2585d8
+size 11421892

tokenizer_config.json

@@ -0,0 +1,29 @@
+{
+  "add_prefix_space": false,
+  "backend": "tokenizers",
+  "bos_token": null,
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<|im_end|>",
+  "errors": "replace",
+  "extra_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|>"
+  ],
+  "is_local": false,
+  "model_max_length": 131072,
+  "pad_token": "<|endoftext|>",
+  "split_special_tokens": false,
+  "tokenizer_class": "Qwen2Tokenizer",
+  "unk_token": null
+}