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 { existsSync, readFileSync, readdirSync } from 'node:fs'; | |
| import { resolve } from 'node:path'; | |
| import { describe, expect, it } from 'vitest'; | |
| const DIST_DIR = resolve(__dirname, '../../dist'); | |
| const distExists = existsSync(DIST_DIR); | |
| // PWA Build Output tests are integration tests that require a built dist/. | |
| // CI builds first then runs these tests; local devs should run `npm run build` or use `npm run test:pwa`. | |
| describe('PWA Build Output', () => { | |
| if (!distExists) { | |
| console.warn(`⚠ Skipping PWA Build Output tests - dist/ not found (run 'npm run build' first)`); | |
| it('skipped - dist/ not found', () => {}); | |
| return; | |
| } | |
| const swContent = readFileSync(resolve(DIST_DIR, 'sw.js'), 'utf-8'); | |
| const indexContent = readFileSync(resolve(DIST_DIR, 'index.html'), 'utf-8'); | |
| describe('Core files exist', () => { | |
| it('service worker (sw.js) exists', () => { | |
| expect(existsSync(resolve(DIST_DIR, 'sw.js')), 'sw.js not found').toBeTruthy(); | |
| }); | |
| it('workbox library exists (hashed filename)', () => { | |
| // SvelteKit generates workbox-{hash}.js files | |
| const files = readdirSync(DIST_DIR).filter((f) => f.match(/^workbox-[^.]+\.js$/)); | |
| expect(files.length).toBeGreaterThan(0); | |
| }); | |
| it('manifest.webmanifest exists', () => { | |
| expect( | |
| existsSync(resolve(DIST_DIR, 'manifest.webmanifest')), | |
| 'manifest.webmanifest not found' | |
| ).toBeTruthy(); | |
| }); | |
| it('SvelteKit bundle.js exists in _app/immutable/', () => { | |
| // SvelteKit generates hashed bundle names in _app/immutable/ | |
| const appDir = resolve(DIST_DIR, '_app', 'immutable'); | |
| expect(existsSync(appDir), '_app/immutable/ not found').toBeTruthy(); | |
| const files = readdirSync(appDir).filter((f) => f.startsWith('bundle.') && f.endsWith('.js')); | |
| expect(files.length).toBeGreaterThan(0); | |
| }); | |
| it('SvelteKit bundle.css exists in _app/immutable/assets/', () => { | |
| // SvelteKit generates hashed CSS bundles in _app/immutable/assets/ | |
| const cssDir = resolve(DIST_DIR, '_app', 'immutable', 'assets'); | |
| expect(existsSync(cssDir), '_app/immutable/assets/ not found').toBeTruthy(); | |
| const files = readdirSync(cssDir).filter( | |
| (f) => f.startsWith('bundle.') && f.endsWith('.css') | |
| ); | |
| expect(files.length).toBeGreaterThan(0); | |
| }); | |
| it('version.json exists in _app/', () => { | |
| // SvelteKit stores version.json in _app directory | |
| expect( | |
| existsSync(resolve(DIST_DIR, '_app', 'version.json')), | |
| '_app/version.json not found' | |
| ).toBeTruthy(); | |
| }); | |
| }); | |
| describe('version.json content', () => { | |
| it('has valid JSON with version field', () => { | |
| const content = readFileSync(resolve(DIST_DIR, '_app', 'version.json'), 'utf-8'); | |
| const parsed = JSON.parse(content); | |
| expect(parsed).toHaveProperty('version'); | |
| expect(typeof parsed.version).toBe('string'); | |
| expect(parsed.version.length).toBeGreaterThan(0); | |
| }); | |
| }); | |
| describe('Service worker content', () => { | |
| it('service worker has minified self.define format', () => { | |
| expect(swContent).toBeTruthy(); | |
| // SvelteKit's workbox-plugin-sveltekit produces a minified SW with self.define | |
| expect(swContent).toMatch(/if\(!self.define\)/); | |
| }); | |
| it('references hashed workbox file (SvelteKit build output)', () => { | |
| expect(swContent).toBeTruthy(); | |
| // SvelteKit's workbox-plugin-sveltekit references hashed workbox files | |
| expect(swContent).toMatch(/define\(\["\.\/workbox-[a-zA-Z0-9]+"\]/); | |
| }); | |
| it('precache contains SvelteKit bundle.js with content hash', () => { | |
| expect(swContent).toBeTruthy(); | |
| // SvelteKit uses content-hashed bundle names in _app/immutable/ | |
| expect(swContent).toMatch(/"_app\/immutable\/bundle\.[a-zA-Z0-9_-]+\.js"/); | |
| }); | |
| it('precache contains SvelteKit bundle.css with content hash', () => { | |
| expect(swContent).toBeTruthy(); | |
| // SvelteKit uses content-hashed CSS bundle names in _app/immutable/assets/ | |
| expect(swContent).toMatch(/"_app\/immutable\/assets\/bundle\.[a-zA-Z0-9_-]+\.css"/); | |
| }); | |
| it('precache contains _app/version.json', () => { | |
| expect(swContent).toBeTruthy(); | |
| // SvelteKit stores version.json in _app directory | |
| expect(swContent).toMatch(/"_app\/version\.json"/); | |
| }); | |
| it('precache contains manifest.webmanifest', () => { | |
| expect(swContent).toBeTruthy(); | |
| expect(swContent).toMatch(/"manifest\.webmanifest"/); | |
| }); | |
| it('no navigation route — API endpoints bypass PWA', () => { | |
| expect(swContent).toBeTruthy(); | |
| // NavigationRoute is intentionally absent so direct browser | |
| // navigation to server API endpoints returns JSON, not HTML. | |
| expect(swContent).not.toMatch(/NavigationRoute/); | |
| }); | |
| it('has runtime caching for API routes', () => { | |
| expect(swContent).toBeTruthy(); | |
| expect(swContent).toMatch(/api-cache/); | |
| expect(swContent).toMatch(/NetworkFirst/); | |
| }); | |
| }); | |
| describe('index.html content', () => { | |
| it('has modulepreload link for SvelteKit bundle with content hash', () => { | |
| expect(indexContent).toBeTruthy(); | |
| // SvelteKit generates hashed bundle names in _app/immutable/ | |
| expect(indexContent).toMatch(/href="(\.\/|\/)_app\/immutable\/bundle\.[a-zA-Z0-9_-]+\.js"/); | |
| }); | |
| it('has stylesheet link for SvelteKit bundle.css with content hash', () => { | |
| expect(indexContent).toBeTruthy(); | |
| expect(indexContent).toMatch( | |
| /href="(\.\/|\/)_app\/immutable\/assets\/bundle\.[a-zA-Z0-9_-]+\.css"/ | |
| ); | |
| }); | |
| it('has dynamic import for SvelteKit bundle with content hash', () => { | |
| expect(indexContent).toBeTruthy(); | |
| expect(indexContent).toMatch( | |
| /import\("(\.\/|\/)_app\/immutable\/bundle\.[a-zA-Z0-9_-]+\.js"\)/ | |
| ); | |
| }); | |
| it('has __sveltekit__ variable (SvelteKit adds hash suffix)', () => { | |
| expect(indexContent).toBeTruthy(); | |
| // SvelteKit 2.x uses __sveltekit__ as base with random suffix | |
| expect(indexContent).toMatch(/__sveltekit_[a-zA-Z0-9-]+/); | |
| }); | |
| it('has PWA manifest link', () => { | |
| expect(indexContent).toBeTruthy(); | |
| expect(indexContent).toMatch(/rel="manifest" href="(\.?\/)?manifest\.webmanifest"/); | |
| }); | |
| it('has apple-touch-icon link', () => { | |
| expect(indexContent).toBeTruthy(); | |
| expect(indexContent).toMatch(/rel="apple-touch-icon"/); | |
| }); | |
| it('has _app paths for SvelteKit bundles', () => { | |
| expect(indexContent).toBeTruthy(); | |
| // SvelteKit uses _app paths for hashed assets | |
| expect(indexContent).toMatch(/_app\//); | |
| }); | |
| }); | |
| describe('SvelteKit _app directory', () => { | |
| it('_app directory exists (SvelteKit uses it for hashed assets)', () => { | |
| expect(existsSync(resolve(DIST_DIR, '_app'))).toBeTruthy(); | |
| }); | |
| }); | |
| describe('Hashed workbox files', () => { | |
| it('workbox-*.js files exist in dist root (SvelteKit build output)', () => { | |
| const files = readdirSync(DIST_DIR).filter((f) => f.match(/^workbox-[^.]+\.js$/)); | |
| expect(files.length).toBeGreaterThan(0); | |
| }); | |
| }); | |
| describe('Static assets', () => { | |
| it('has favicon.ico', () => { | |
| expect(existsSync(resolve(DIST_DIR, 'favicon.ico'))).toBeTruthy(); | |
| }); | |
| it('has PWA icons', () => { | |
| expect(existsSync(resolve(DIST_DIR, 'pwa-64x64.png'))).toBeTruthy(); | |
| expect(existsSync(resolve(DIST_DIR, 'pwa-192x192.png'))).toBeTruthy(); | |
| expect(existsSync(resolve(DIST_DIR, 'pwa-512x512.png'))).toBeTruthy(); | |
| }); | |
| it('has loading.html fallback page', () => { | |
| expect(existsSync(resolve(DIST_DIR, 'loading.html'))).toBeTruthy(); | |
| }); | |
| }); | |
| }); | |