Safetensors
GGUF
Turkish
llama
Llama-3
instruct
finetune
chatml
gpt4
synthetic data
distillation
function calling
json mode
axolotl
roleplaying
chat
Instructions to use tda45/TdAI with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- llama-cpp-python
How to use tda45/TdAI with llama-cpp-python:
# !pip install llama-cpp-python from llama_cpp import Llama llm = Llama.from_pretrained( repo_id="tda45/TdAI", filename="llama.cpp/models/ggml-vocab-aquila.gguf", )
output = llm( "Once upon a time,", max_tokens=512, echo=True ) print(output)
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use tda45/TdAI with llama.cpp:
Install (macOS, Linux)
curl -LsSf https://llama.app/install.sh | sh # Start a local OpenAI-compatible server with a web UI: llama serve -hf tda45/TdAI # Run inference directly in the terminal: llama cli -hf tda45/TdAI
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf tda45/TdAI # Run inference directly in the terminal: llama cli -hf tda45/TdAI
Use pre-built binary
# Download pre-built binary from: # https://github.com/ggerganov/llama.cpp/releases # Start a local OpenAI-compatible server with a web UI: ./llama-server -hf tda45/TdAI # Run inference directly in the terminal: ./llama-cli -hf tda45/TdAI
Build from source code
git clone https://github.com/ggerganov/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-server llama-cli # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama-server -hf tda45/TdAI # Run inference directly in the terminal: ./build/bin/llama-cli -hf tda45/TdAI
Use Docker
docker model run hf.co/tda45/TdAI
- LM Studio
- Jan
- Ollama
How to use tda45/TdAI with Ollama:
ollama run hf.co/tda45/TdAI
- Unsloth Studio
How to use tda45/TdAI with Unsloth Studio:
Install Unsloth Studio (macOS, Linux, WSL)
curl -fsSL https://unsloth.ai/install.sh | sh # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for tda45/TdAI to start chatting
Install Unsloth Studio (Windows)
irm https://unsloth.ai/install.ps1 | iex # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for tda45/TdAI to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for tda45/TdAI to start chatting
- Atomic Chat new
- Docker Model Runner
How to use tda45/TdAI with Docker Model Runner:
docker model run hf.co/tda45/TdAI
- Lemonade
How to use tda45/TdAI with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull tda45/TdAI
Run and chat with the model
lemonade run user.TdAI-{{QUANT_TAG}}List all available models
lemonade list
| // API Documentation | |
| export const API_DOCS_MD = String.raw` | |
| # REST API Documentation | |
| ## 🔐 Authentication | |
| All API requests require authentication using **Bearer tokens**. Include your API key in the Authorization header: | |
| ${'```'}http | |
| GET /api/v1/users | |
| Host: api.example.com | |
| Authorization: Bearer YOUR_API_KEY | |
| Content-Type: application/json | |
| ${'```'} | |
| ## 📍 Endpoints | |
| ### Users API | |
| #### **GET** /api/v1/users | |
| Retrieve a paginated list of users. | |
| **Query Parameters:** | |
| | Parameter | Type | Default | Description | | |
| |-----------|------|---------|-------------| | |
| | page | integer | 1 | Page number | | |
| | limit | integer | 20 | Items per page | | |
| | sort | string | "created_at" | Sort field | | |
| | order | string | "desc" | Sort order | | |
| **Response:** 200 OK | |
| ${'```'}json | |
| { | |
| "data": [ | |
| { | |
| "id": "usr_1234567890", | |
| "email": "user@example.com", | |
| "name": "John Doe", | |
| "role": "admin", | |
| "created_at": "2024-01-15T10:30:00Z" | |
| } | |
| ], | |
| "pagination": { | |
| "page": 1, | |
| "limit": 20, | |
| "total": 156, | |
| "pages": 8 | |
| } | |
| } | |
| ${'```'} | |
| #### **POST** /api/v1/users | |
| Create a new user account. | |
| **Request Body:** | |
| ${'```'}json | |
| { | |
| "email": "newuser@example.com", | |
| "password": "SecurePassword123!", | |
| "name": "Jane Smith", | |
| "role": "user" | |
| } | |
| ${'```'} | |
| **Response:** 201 Created | |
| ${'```'}json | |
| { | |
| "id": "usr_9876543210", | |
| "email": "newuser@example.com", | |
| "name": "Jane Smith", | |
| "role": "user", | |
| "created_at": "2024-01-21T09:15:00Z" | |
| } | |
| ${'```'} | |
| ### Error Responses | |
| The API returns errors in a consistent format: | |
| ${'```'}json | |
| { | |
| "error": { | |
| "code": "VALIDATION_ERROR", | |
| "message": "Invalid request parameters", | |
| "details": [ | |
| { | |
| "field": "email", | |
| "message": "Email format is invalid" | |
| } | |
| ] | |
| } | |
| } | |
| ${'```'} | |
| ### Rate Limiting | |
| | Tier | Requests/Hour | Burst | | |
| |------|--------------|-------| | |
| | **Free** | 1,000 | 100 | | |
| | **Pro** | 10,000 | 500 | | |
| | **Enterprise** | Unlimited | - | | |
| **Headers:** | |
| - X-RateLimit-Limit | |
| - X-RateLimit-Remaining | |
| - X-RateLimit-Reset | |
| ### Webhooks | |
| Configure webhooks to receive real-time events: | |
| ${'```'}javascript | |
| // Webhook payload | |
| { | |
| "event": "user.created", | |
| "timestamp": "2024-01-21T09:15:00Z", | |
| "data": { | |
| "id": "usr_9876543210", | |
| "email": "newuser@example.com" | |
| }, | |
| "signature": "sha256=abcd1234..." | |
| } | |
| ${'```'} | |
| ### SDK Examples | |
| **JavaScript/TypeScript:** | |
| ${'```'}typescript | |
| import { ApiClient } from '@example/api-sdk'; | |
| const client = new ApiClient({ | |
| apiKey: process.env.API_KEY | |
| }); | |
| const users = await client.users.list({ | |
| page: 1, | |
| limit: 20 | |
| }); | |
| ${'```'} | |
| **Python:** | |
| ${'```'}python | |
| from example_api import Client | |
| client = Client(api_key=os.environ['API_KEY']) | |
| users = client.users.list(page=1, limit=20) | |
| ${'```'} | |
| --- | |
| 📚 [Full API Reference](https://api.example.com/docs) | 💬 [Support](https://support.example.com) | |
| `; | |