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README.md CHANGED
@@ -1,145 +1,52 @@
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- # Fox1.2 OpenClaw - 100% OpenClaw Tool Supported
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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- A fine-tuned Qwen2.5-0.5B model optimized for OpenClaw agent tool execution.
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-
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- ## Model Details
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- - **Base:** Qwen2.5-0.5B-Instruct
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- - **Parameters:** ~494M (compressed, efficient)
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- - **Context Length:** 32,768 tokens
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- - **Size:** ~994MB (F16)
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-
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- ## Capabilities - All OpenClaw Tools Supported ✅
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-
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- ### Core Tools
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- - **exec**: Shell command execution (ls, cd, git, docker, npm, pip, python, node, etc.)
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- - **read**: Read file contents (path required)
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- - **write**: Write content to file (path, content required)
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- - **edit**: Edit file by replacing exact text (path, oldText, newText required)
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-
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- ### Process Management
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- - **process**: Background session management (list, poll, write, send-keys, submit, paste, kill)
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-
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- ### Web Operations
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- - **web_search**: DuckDuckGo search (query, count, region, safeSearch)
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- - **web_fetch**: Fetch and extract web content (url, extractMode, maxChars)
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-
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- ### OpenClaw Management
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- - **session_status**: Get session information
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- - **sessions_list**: List active sessions (activeMinutes, kinds, limit, messageLimit)
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- - **sessions_history**: Get conversation history (sessionKey, includeTools, limit)
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- - **sessions_send**: Send messages between sessions (sessionKey/label, message)
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- - **sessions_spawn**: Spawn sub-agents or ACP sessions (task, runtime, mode, etc.)
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- - **sessions_yield**: End current turn
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- - **subagents**: Manage spawned sub-agents (list, kill, steer)
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-
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- ### Cron Jobs
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- - **cron**: Job management (status, list, add, update, remove, run, runs, wake)
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-
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- ### Memory
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- - **memory_search**: Search memory files (query, maxResults, minScore)
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- - **memory_get**: Retrieve memory content (path, from, lines)
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-
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- ### Additional
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- - **image**: Image analysis (image/images, prompt)
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- - **weather**: Weather information (location)
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-
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- ## Tool Call Format
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-
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- When you need to execute a tool, respond with JSON in this format:
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-
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- ```json
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- {"action": "tool_name", "param1": "value1", "param2": "value2"}
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- ```
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-
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- ### Examples
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-
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- ```json
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- {"action": "exec", "command": "ls -la"}
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- {"action": "read", "path": "/home/user/README.md"}
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- {"action": "write", "path": "/home/user/test.txt", "content": "Hello World"}
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- {"action": "web_search", "query": "python tutorials"}
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- {"action": "weather", "location": "Athens"}
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- {"action": "cron", "action": "list"}
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- {"action": "session_status"}
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  ```
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-
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- ## Usage
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-
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- ### Ollama
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- ```bash
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- # Create the model
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- ollama create fox1.2-openclaw -f Modelfile
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-
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- # Run it
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- ollama run fox1.2-openclaw "list files in current directory"
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- ```
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-
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- ### Python/Transformers
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- ```python
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- from transformers import AutoModelForCausalLM, AutoTokenizer
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-
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- model = AutoModelForCausalLM.from_pretrained("teolm30/fox1.2-openclaw")
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- tokenizer = AutoTokenizer.from_pretrained("teolm30/fox1.2-openclaw")
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-
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- # Generate tool call
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- inputs = tokenizer("List all files", return_tensors="pt")
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- outputs = model.generate(**inputs, max_new_tokens=256)
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- print(tokenizer.decode(outputs[0]))
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- ```
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-
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- ### HuggingFace CLI
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- ```bash
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- # Download
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- huggingface-cli download teolm30/fox1.2-openclaw
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-
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- # Or use curl
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- curl -L -o fox1.2-openclaw.gguf https://huggingface.co/teolm30/fox1.2-opencloak/resolve/main/fox1.2-openclaw.gguf
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- ```
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-
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- ## Why This Model?
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-
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- - **Compact**: 494M params - runs on consumer hardware (6GB VRAM)
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- - **Fast**: Optimized for local inference
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- - **100% Tool Support**: All OpenClaw agent tools supported
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- - **Smart Tool Selection**: Knows when to use each tool appropriately
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- - **OpenClaw Native**: Built specifically for OpenClaw integration
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-
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- ## Training
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-
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- Trained on 200+ examples covering all OpenClaw tool patterns:
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- - File operations (read, write, edit)
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- - Shell commands (exec)
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- - Web operations (search, fetch)
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- - Session management
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- - Cron jobs
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- - Memory operations
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- - And more...
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-
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- Optimized for tool call generation and execution in agent workflows.
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-
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- ## OpenClaw Configuration
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-
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- Add to your `models.json`:
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-
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- ```json
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- {
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- "id": "fox1.2-openclaw:latest",
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- "name": "Fox1.2 OpenClaw",
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- "reasoning": false,
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- "input": ["text"],
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- "contextWindow": 32768,
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- "maxTokens": 4096,
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- "api": "ollama"
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- }
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- ```
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-
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- Then restart OpenClaw: `openclaw gateway restart`
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-
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- ## License
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- Apache 2.0
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-
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- ## Author
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- teolm30 (OpenClaw Community)
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-
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- ## Version History
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- - v1.0 (2026-04-01): Initial release with 100% OpenClaw tool support
 
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+ ---
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+ base_model:
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+ - Sakalti/SJT-0.5B
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+ library_name: transformers
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+ tags:
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+ - mergekit
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+ - merge
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+ license: apache-2.0
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+ inference: true
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+ language:
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+ - en
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+ widget:
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+ - messages:
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+ - role: user
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+ content: こんにちは!
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+ - messages:
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+ - role: user
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+ content: Guten Tag!
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+ - messages:
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+ - role: user
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+ content: hello!
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+ ---
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+ # merge
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+
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+ This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
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+
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+ ## Merge Details
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+ ### Merge Method
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+
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+ This model was merged using the passthrough merge method.
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+
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+ ### Models Merged
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+
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+ The following models were included in the merge:
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+ * [Sakalti/SJT-0.5B](https://huggingface.co/Sakalti/SJT-0.5B)
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+
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+ ### Configuration
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+
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+ The following YAML configuration was used to produce this model:
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+
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+ ```yaml
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+ slices:
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+ - sources:
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+ - model: Sakalti/SJT-0.5B
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+ layer_range: [0, 24]
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+ - sources:
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+ - model: Sakalti/SJT-0.5B
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+ layer_range: [0, 24]
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+ merge_method: passthrough
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+ dtype: float16
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  ```
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  {
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- "transformers_version": "5.5.0.dev0",
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  "architectures": [
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  "Qwen2ForCausalLM"
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  "hidden_size": 896,
 
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  "intermediate_size": 4864,
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- "num_hidden_layers": 24,
 
 
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  "num_attention_heads": 14,
 
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  "num_key_value_heads": 2,
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- "hidden_act": "silu",
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- "initializer_range": 0.02,
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  "rms_norm_eps": 1e-06,
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- "rope_parameters": {
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- "rope_type": "default"
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- "_name_or_path": "Qwen/Qwen2.5-0.5B-Instruct",
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- "model_type": "qwen2",
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- "output_attentions": false
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- }
 
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  {
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+ "_name_or_path": "Sakalti/SJT-0.5B",
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  "architectures": [
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  "Qwen2ForCausalLM"
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+ "attention_dropout": 0.0,
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+ "bos_token_id": 151643,
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  "hidden_size": 896,
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+ "initializer_range": 0.02,
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+ "model_type": "qwen2",
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  "num_attention_heads": 14,
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+ "num_hidden_layers": 48,
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  "num_key_value_heads": 2,
 
 
 
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  "rms_norm_eps": 1e-06,
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+ "sliding_window": null,
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+ "transformers_version": "4.46.3",
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+ "use_cache": true,
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+ "use_mrope": false,
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  "use_sliding_window": false,
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+ "vocab_size": 151936
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+ }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ slices:
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+ - sources:
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+ - model: Sakalti/SJT-0.5B
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+ layer_range: [0, 24]
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+ - sources:
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+ - model: Sakalti/SJT-0.5B
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+ layer_range: [0, 24]
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+ dtype: float16
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