| # 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 |
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| When you need to execute a tool, respond with JSON in this format: |
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|
| ```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 |
|
|
| ## 🤖 Run with Ollama |
|
|
| ```bash |
| ollama run hf.co/teolm30/fox1.2 |
| ``` |
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|
