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
| import { describe, expect, it, vi } from 'vitest'; | |
| import { parseMcpServerSettings } from '$lib/utils/mcp'; | |
| import { DEFAULT_MCP_CONFIG, MCP_SERVER_ID_PREFIX } from '$lib/constants/mcp'; | |
| /** | |
| * Tests for the mcpServers settings parser. | |
| * | |
| * The branch seeds the MCP servers setting with a default value of | |
| * `JSON.stringify(RECOMMENDED_MCP_SERVERS)`, so the parser has to be | |
| * resilient to anything that may live in the user's localStorage: malformed | |
| * JSON, wrong shapes, missing fields, falsy-but-not-zero numbers, and entry | |
| * arrays that have been mutated by the user via the settings form. | |
| */ | |
| describe('parseMcpServerSettings', () => { | |
| it('returns an empty array for falsy or whitespace-only input', () => { | |
| expect(parseMcpServerSettings(null)).toEqual([]); | |
| expect(parseMcpServerSettings(undefined)).toEqual([]); | |
| expect(parseMcpServerSettings('')).toEqual([]); | |
| expect(parseMcpServerSettings(' ')).toEqual([]); | |
| }); | |
| it('returns an empty array and logs a warning for invalid JSON strings', () => { | |
| const warn = vi.spyOn(console, 'warn').mockImplementation(() => {}); | |
| expect(parseMcpServerSettings('{not-json')).toEqual([]); | |
| expect(warn).toHaveBeenCalled(); | |
| warn.mockRestore(); | |
| }); | |
| it('returns an empty array for valid JSON that is not an array', () => { | |
| expect(parseMcpServerSettings('"plain-string"')).toEqual([]); | |
| expect(parseMcpServerSettings('{"id":"foo"}')).toEqual([]); | |
| expect(parseMcpServerSettings('42')).toEqual([]); | |
| expect(parseMcpServerSettings('null')).toEqual([]); | |
| }); | |
| it('drops entries with no parseable id and substitutes a stable fallback', () => { | |
| const parsed = parseMcpServerSettings( | |
| JSON.stringify([{ url: 'https://a.test', enabled: true }, { url: 'https://b.test' }]) | |
| ); | |
| expect(parsed).toHaveLength(2); | |
| expect(parsed[0]?.id).toBe(`${MCP_SERVER_ID_PREFIX}-1`); | |
| expect(parsed[1]?.id).toBe(`${MCP_SERVER_ID_PREFIX}-2`); | |
| }); | |
| it('reuses the first id when it is present and falls back only for missing ones', () => { | |
| const parsed = parseMcpServerSettings( | |
| JSON.stringify([ | |
| { id: 'custom-1', url: 'https://a.test' }, | |
| { url: 'https://b.test' }, | |
| { id: 'custom-3', url: 'https://c.test' } | |
| ]) | |
| ); | |
| expect(parsed[0]?.id).toBe('custom-1'); | |
| expect(parsed[1]?.id).toBe(`${MCP_SERVER_ID_PREFIX}-2`); | |
| expect(parsed[2]?.id).toBe('custom-3'); | |
| }); | |
| it('falls back to the configured default requestTimeoutSeconds only for nullish values', () => { | |
| const fallback = DEFAULT_MCP_CONFIG.requestTimeoutSeconds; | |
| const parsed = parseMcpServerSettings( | |
| JSON.stringify([ | |
| { id: 'a', url: 'https://a.test' }, | |
| { id: 'b', url: 'https://b.test', requestTimeoutSeconds: undefined }, | |
| { id: 'c', url: 'https://c.test', requestTimeoutSeconds: 0 }, | |
| { id: 'd', url: 'https://d.test', requestTimeoutSeconds: 45 } | |
| ]) | |
| ); | |
| // The parser uses ?? for timeout fallback, which only triggers on | |
| // null/undefined. Explicit 0 is preserved at face value. | |
| expect(parsed[0]?.requestTimeoutSeconds).toBe(fallback); | |
| expect(parsed[1]?.requestTimeoutSeconds).toBe(fallback); | |
| expect(parsed[2]?.requestTimeoutSeconds).toBe(0); | |
| expect(parsed[3]?.requestTimeoutSeconds).toBe(45); | |
| }); | |
| it('treats whitespace-only headers strings as undefined', () => { | |
| const parsed = parseMcpServerSettings( | |
| JSON.stringify([ | |
| { id: 'a', url: 'https://a.test', headers: ' ' }, | |
| { id: 'b', url: 'https://b.test', headers: '{"X-Foo":"bar"}' } | |
| ]) | |
| ); | |
| // The parser trims headers and coerces empty/whitespace to undefined. | |
| expect(parsed[0]?.headers).toBeUndefined(); | |
| expect(parsed[1]?.headers).toBe('{"X-Foo":"bar"}'); | |
| }); | |
| it('defaults coercion for booleans (undefined -> false, true -> true)', () => { | |
| const parsed = parseMcpServerSettings( | |
| JSON.stringify([ | |
| { id: 'a', url: 'https://a.test' }, | |
| { id: 'b', url: 'https://b.test', enabled: true }, | |
| { id: 'c', url: 'https://c.test', enabled: false }, | |
| { id: 'd', url: 'https://d.test', useProxy: true } | |
| ]) | |
| ); | |
| expect(parsed[0]?.enabled).toBe(false); | |
| expect(parsed[1]?.enabled).toBe(true); | |
| expect(parsed[2]?.enabled).toBe(false); | |
| expect(parsed[0]?.useProxy).toBe(false); | |
| expect(parsed[3]?.useProxy).toBe(true); | |
| }); | |
| it('preserves input order when mapping entries', () => { | |
| const source = [ | |
| { id: 'gamma', url: 'https://c.test' }, | |
| { id: 'alpha', url: 'https://a.test' }, | |
| { id: 'beta', url: 'https://b.test' } | |
| ]; | |
| const parsed = parseMcpServerSettings(JSON.stringify(source)); | |
| expect(parsed.map((entry) => entry.id)).toEqual(['gamma', 'alpha', 'beta']); | |
| }); | |
| it('passes non-string raw input through the JSON-equality path', () => { | |
| const parsed = parseMcpServerSettings([ | |
| { id: 'a', url: 'https://a.test' }, | |
| { id: 'b', url: 'https://b.test', enabled: true } | |
| ]); | |
| expect(parsed).toHaveLength(2); | |
| expect(parsed[0]?.id).toBe('a'); | |
| expect(parsed[1]?.enabled).toBe(true); | |
| }); | |
| it('coerces non-string url values to an empty string rather than throwing', () => { | |
| const parsed = parseMcpServerSettings( | |
| JSON.stringify([{ id: 'a', url: 42 }, { id: 'b' }, { id: 'c', url: 'https://c.test' }]) | |
| ); | |
| expect(parsed[0]?.url).toBe(''); | |
| expect(parsed[1]?.url).toBe(''); | |
| expect(parsed[2]?.url).toBe('https://c.test'); | |
| }); | |
| }); | |