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, it, expect } from 'vitest'; | |
| import { | |
| extractTemplateVariables, | |
| expandTemplate, | |
| isTemplateComplete, | |
| normalizeResourceUri | |
| } from '../../src/lib/utils/uri-template'; | |
| import { URI_TEMPLATE_OPERATORS } from '../../src/lib/constants/uri-template'; | |
| describe('extractTemplateVariables', () => { | |
| it('extracts simple variables', () => { | |
| const vars = extractTemplateVariables('file:///{path}'); | |
| expect(vars).toEqual([{ name: 'path', operator: '' }]); | |
| }); | |
| it('extracts multiple variables', () => { | |
| const vars = extractTemplateVariables('db://{schema}/{table}'); | |
| expect(vars).toEqual([ | |
| { name: 'schema', operator: '' }, | |
| { name: 'table', operator: '' } | |
| ]); | |
| }); | |
| it('extracts variables with operators', () => { | |
| const vars = extractTemplateVariables('http://example.com{+path}'); | |
| expect(vars).toEqual([{ name: 'path', operator: URI_TEMPLATE_OPERATORS.RESERVED }]); | |
| }); | |
| it('extracts comma-separated variable lists', () => { | |
| const vars = extractTemplateVariables('{x,y,z}'); | |
| expect(vars).toEqual([ | |
| { name: 'x', operator: '' }, | |
| { name: 'y', operator: '' }, | |
| { name: 'z', operator: '' } | |
| ]); | |
| }); | |
| it('deduplicates variable names', () => { | |
| const vars = extractTemplateVariables('{name}/{name}'); | |
| expect(vars).toEqual([{ name: 'name', operator: '' }]); | |
| }); | |
| it('handles fragment expansion', () => { | |
| const vars = extractTemplateVariables('http://example.com/page{#section}'); | |
| expect(vars).toEqual([{ name: 'section', operator: URI_TEMPLATE_OPERATORS.FRAGMENT }]); | |
| }); | |
| it('handles path segment expansion', () => { | |
| const vars = extractTemplateVariables('http://example.com{/path}'); | |
| expect(vars).toEqual([{ name: 'path', operator: URI_TEMPLATE_OPERATORS.PATH_SEGMENT }]); | |
| }); | |
| it('returns empty array for template without variables', () => { | |
| const vars = extractTemplateVariables('http://example.com/static'); | |
| expect(vars).toEqual([]); | |
| }); | |
| it('strips explode modifier', () => { | |
| const vars = extractTemplateVariables('{list*}'); | |
| expect(vars).toEqual([{ name: 'list', operator: '' }]); | |
| }); | |
| it('strips prefix modifier', () => { | |
| const vars = extractTemplateVariables('{value:5}'); | |
| expect(vars).toEqual([{ name: 'value', operator: '' }]); | |
| }); | |
| }); | |
| describe('expandTemplate', () => { | |
| it('expands simple variable', () => { | |
| const result = expandTemplate('file:///{path}', { path: 'src/main.rs' }); | |
| expect(result).toBe('file:///src%2Fmain.rs'); | |
| }); | |
| it('expands reserved variable (no encoding)', () => { | |
| const result = expandTemplate('file:///{+path}', { path: 'src/main.rs' }); | |
| expect(result).toBe('file:///src/main.rs'); | |
| }); | |
| it('expands multiple variables', () => { | |
| const result = expandTemplate('db://{schema}/{table}', { | |
| schema: 'public', | |
| table: 'users' | |
| }); | |
| expect(result).toBe('db://public/users'); | |
| }); | |
| it('leaves empty for missing variables', () => { | |
| const result = expandTemplate('{missing}', {}); | |
| expect(result).toBe(''); | |
| }); | |
| it('expands fragment', () => { | |
| const result = expandTemplate('http://example.com/page{#section}', { | |
| section: 'intro' | |
| }); | |
| expect(result).toBe('http://example.com/page#intro'); | |
| }); | |
| it('expands path segments', () => { | |
| const result = expandTemplate('http://example.com{/path}', { path: 'docs' }); | |
| expect(result).toBe('http://example.com/docs'); | |
| }); | |
| it('expands query parameters', () => { | |
| const result = expandTemplate('http://example.com{?q}', { q: 'search term' }); | |
| expect(result).toBe('http://example.com?q=search%20term'); | |
| }); | |
| it('expands multiple query parameters', () => { | |
| const result = expandTemplate('http://example.com{?q,sort}', { | |
| q: 'search term', | |
| sort: 'descending' | |
| }); | |
| expect(result).toBe('http://example.com?q=search%20term&sort=descending'); | |
| }); | |
| it('keeps static parts unchanged', () => { | |
| const result = expandTemplate('http://example.com/static', {}); | |
| expect(result).toBe('http://example.com/static'); | |
| }); | |
| }); | |
| describe('isTemplateComplete', () => { | |
| it('returns true when all variables are filled', () => { | |
| expect(isTemplateComplete('file:///{path}', { path: 'test.txt' })).toBe(true); | |
| }); | |
| it('returns false when a variable is missing', () => { | |
| expect(isTemplateComplete('db://{schema}/{table}', { schema: 'public' })).toBe(false); | |
| }); | |
| it('returns false when a variable is empty', () => { | |
| expect(isTemplateComplete('file:///{path}', { path: '' })).toBe(false); | |
| }); | |
| it('returns false when a variable is whitespace only', () => { | |
| expect(isTemplateComplete('file:///{path}', { path: ' ' })).toBe(false); | |
| }); | |
| it('returns true for template without variables', () => { | |
| expect(isTemplateComplete('http://example.com/static', {})).toBe(true); | |
| }); | |
| it('returns true when all multiple variables are filled', () => { | |
| expect(isTemplateComplete('db://{schema}/{table}', { schema: 'public', table: 'users' })).toBe( | |
| true | |
| ); | |
| }); | |
| }); | |
| describe('normalizeResourceUri', () => { | |
| it('passes through a normal URI unchanged', () => { | |
| expect(normalizeResourceUri('svelte://svelte/$effect.md')).toBe('svelte://svelte/$effect.md'); | |
| }); | |
| it('normalizes triple-slash URIs from path-style template expansion', () => { | |
| expect(normalizeResourceUri('svelte:///svelte/$effect.md')).toBe('svelte://svelte/$effect.md'); | |
| }); | |
| it('normalizes quadruple-slash URIs', () => { | |
| expect(normalizeResourceUri('svelte:////svelte/$effect.md')).toBe('svelte://svelte/$effect.md'); | |
| }); | |
| it('handles file:// URIs', () => { | |
| expect(normalizeResourceUri('file:///home/user/doc.txt')).toBe('file://home/user/doc.txt'); | |
| }); | |
| it('handles http URIs unchanged', () => { | |
| expect(normalizeResourceUri('http://example.com/path')).toBe('http://example.com/path'); | |
| }); | |
| it('returns non-URI strings unchanged', () => { | |
| expect(normalizeResourceUri('not-a-uri')).toBe('not-a-uri'); | |
| }); | |
| }); | |