commit 7b53bb00d0fd9cf12f7f4a6c3e5ea9071390c8a1 Author: ModelHub XC Date: Sun Sep 6 17:54:16 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: Delentia/delentia-slm-jitna-executor-v0.4 Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..86147ea --- /dev/null +++ b/.gitattributes @@ -0,0 +1,41 @@ +*.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 +gguf/delentia-jitna-executor-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +gguf/delentia-jitna-executor-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +assets/executor_stability.png filter=lfs diff=lfs merge=lfs -text +tokenizer.json filter=lfs diff=lfs merge=lfs -text +delentia-jitna-executor-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +delentia-jitna-executor-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..10f7990 --- /dev/null +++ b/README.md @@ -0,0 +1,99 @@ +--- +license: apache-2.0 +base_model: Delentia/delentia-slm-jitna-v0.4 +tags: +- gguf +- llama-cpp +- text-generation +- tool-use +- delentia-os +- JITNA +- merged +--- + +# Delentia SLM — The Pre-Merged Executor v0.4 (slm-jitna-executor-v0.4) + +[![GitHub Stars](https://img.shields.io/github/stars/delentia-labs/Delentia-OS?style=social)](https://github.com/delentia-labs/Delentia-OS) +[![GitHub Forks](https://img.shields.io/github/forks/delentia-labs/Delentia-OS?style=social)](https://github.com/delentia-labs/Delentia-OS) + +> ⚙️ **Looking for the SDK & Source Code?** +> All system runtimes, dynamic LoRA swapping engines, and the Delentia OS SDK are open-source! +> 👉 **[Star & Fork the repository on GitHub (delentia-labs/Delentia-OS)](https://github.com/delentia-labs/Delentia-OS)** + +--- + +This is the **Pre-Merged GGUF/Safetensors** version of **The Executor**, the tool-calling engine of **Delentia OS**. The Executor adapter has been merged directly into the base kernel weights for high performance local edge execution via Ollama or llama.cpp without needing external adapter loading. + +## ⚡ Quick Start: Local Edge Execution via Ollama + +To run this tool executor model locally in under 5 minutes: + +1. Download the GGUF model binary: `delentia-slm-jitna-executor-v0.4-Q4_K_M.gguf` +2. Create a local `Modelfile` with the following configuration: +```dockerfile +FROM ./delentia-slm-jitna-executor-v0.4-Q4_K_M.gguf + +TEMPLATE \"\"\"<|start_header_id|>system<|end_header_id|> +You are the Executor. Translate user intent into valid JSON/TOON format. +<|start_header_id|>user<|end_header_id|> +{{ .Prompt }}<|end_header_id|> +\"\"\" +``` +3. Register and run the model via Ollama CLI: +```bash +ollama create delentia-executor -f Modelfile +ollama run delentia-executor +``` + +## ⚡ Quick Start: Python Transformers + +Alternatively, run the merged weights directly using Python Hugging Face Transformers: + +```python +from transformers import AutoModelForCausalLM, AutoTokenizer + +model_name = "Delentia/delentia-slm-jitna-executor-v0.4" + +# Load the merged weights directly +model = AutoModelForCausalLM.from_pretrained(model_name) +tokenizer = AutoTokenizer.from_pretrained(model_name) +``` + +## 🌐 Delentia OS Ecosystem Model Roster (v0.4.x) +Delentia OS is organized into two primary deployment styles: **Dynamic PEFT Adapters** (1+4 Pillars) for sub-ms switching in unified VRAM, and **Pre-Merged GGUF Models** for direct plug-and-play local execution in Ollama / llama.cpp. + +| Component / Role | Deployment Type | Hugging Face Repository | Description | GGUF Support | +| :--- | :--- | :--- | :--- | :---: | +| **SLM Base Kernel** | Base Foundation | [Delentia/delentia-slm-jitna-v0.4](https://huggingface.co/Delentia/delentia-slm-jitna-v0.4) | Core cognitive LLM (8B Parameters) | ✅ | +| **The Router** | PEFT LoRA Adapter | [Delentia/delentia-lora-router-v0.4](https://huggingface.co/Delentia/delentia-lora-router-v0.4) | Intention parser & node routing | ❌ (PEFT only) | +| **The Executor** | PEFT LoRA Adapter | [Delentia/delentia-lora-executor-v0.4](https://huggingface.co/Delentia/delentia-lora-executor-v0.4) | JSON tool payload generation | ✅ (Merged GGUF below) | +| **The Guardian** | PEFT LoRA Adapter | [Delentia/delentia-lora-guardian-v0.4](https://huggingface.co/Delentia/delentia-lora-guardian-v0.4) | Zero-trust constitutional safety | ✅ (Merged GGUF below) | +| **The Scribe** | PEFT LoRA Adapter | [Delentia/delentia-lora-scribe-v0.4](https://huggingface.co/Delentia/delentia-lora-scribe-v0.4) | Context compression/summarization | ✅ (Merged GGUF below) | +| **Pre-Merged Executor** | Pre-Merged GGUF | [Delentia/delentia-slm-jitna-executor-v0.4](https://huggingface.co/Delentia/delentia-slm-jitna-executor-v0.4) | Complete tool executor (plug-and-play) | ✅ | +| **Pre-Merged Guardian** | Pre-Merged GGUF | [Delentia/delentia-slm-jitna-guardian-v0.4](https://huggingface.co/Delentia/delentia-slm-jitna-guardian-v0.4) | Full safety guardrail model | ✅ | +| **Pre-Merged Scribe** | Pre-Merged GGUF | [Delentia/delentia-slm-jitna-scribe-v0.4](https://huggingface.co/Delentia/delentia-slm-jitna-scribe-v0.4) | Out-of-the-box context compressor | ✅ | + +### 🔒 Empirical Audit Ledger + +*ผลลัพธ์เฉพาะทางด้านล่าง ถูกสร้างและยืนยันผ่านกระบวนการนิติวิทยาศาสตร์ระบบ:* + +![Empirical Performance Graph](https://huggingface.co/Delentia/delentia-slm-jitna-executor-v0.4/resolve/main/assets/executor_stability.png) + +- **Auditor Notebook:** `4_pillar_auditor_public.ipynb` ([Live Runtime](https://colab.research.google.com/drive/1fp3BOZNKPRJ82TTLHVLTWMcWuAdBLkif)) +- **Run ID:** `c9e055c5-3919-4294-a4cd-67a3ce2a8d78` +- **Target Safetensors Hash:** `SHA256:5ea7e3a4504d618a36a4a10f93789bc83cb046f45df2f36250aa2865bf25f371` +- **Last Certified:** `2026-06-29T05:10:00Z` + +| Gate Category | Specific Metric | Target | Empirical Result | Status | +", + +"| :--- | :--- | :---: | :---: | :---: | +", + +"| **Silicon Attestation** | PCIe VRAM Swap Latency | < 12.0 ms | **177.6014 ms** | Certified (Cloud) | +", + +"| **Syntax Compiler** | JSON Parsing Syntax Error Rate | = 0.00% | **0.0000%** | Certified | +", + +"| **Tool Calling** | Schema Strict Adherence Score | >= 95.00% | **98.00%** | Certified | diff --git a/assets/executor_stability.png b/assets/executor_stability.png new file mode 100644 index 0000000..11f8676 --- /dev/null +++ b/assets/executor_stability.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3f7b98de4a38c003731bcf072d2c5458ce8c9c65b7cfb53568a79d168c1a9ada +size 39296 diff --git a/delentia-jitna-executor-Q4_K_M.gguf 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