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
| ```mermaid | |
| sequenceDiagram | |
| participant UI as π§© ChatSettings | |
| participant settingsStore as ποΈ settingsStore | |
| participant serverStore as ποΈ serverStore | |
| participant ParamSvc as βοΈ ParameterSyncService | |
| participant LS as πΎ LocalStorage | |
| Note over settingsStore: State:<br/>config: SettingsConfigType<br/>theme: string ("auto" | "light" | "dark")<br/>isInitialized: boolean<br/>userOverrides: Set<string> | |
| %% βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ | |
| Note over UI,LS: π INITIALIZATION | |
| %% βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ | |
| Note over settingsStore: Auto-initialized in constructor (browser only) | |
| settingsStore->>settingsStore: initialize() | |
| activate settingsStore | |
| settingsStore->>settingsStore: loadConfig() | |
| settingsStore->>LS: get("llama-config") | |
| LS-->>settingsStore: StoredConfig | null | |
| alt config exists | |
| settingsStore->>settingsStore: Merge with SETTING_CONFIG_DEFAULT | |
| Note right of settingsStore: Fill missing keys with defaults | |
| else no config | |
| settingsStore->>settingsStore: config = SETTING_CONFIG_DEFAULT | |
| end | |
| settingsStore->>LS: get("llama-userOverrides") | |
| LS-->>settingsStore: string[] | null | |
| settingsStore->>settingsStore: userOverrides = new Set(data) | |
| settingsStore->>settingsStore: loadTheme() | |
| settingsStore->>LS: get("llama-theme") | |
| LS-->>settingsStore: theme | "auto" | |
| settingsStore->>settingsStore: isInitialized = true | |
| deactivate settingsStore | |
| %% βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ | |
| Note over UI,LS: π SYNC WITH SERVER DEFAULTS | |
| %% βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ | |
| Note over UI: Triggered from +layout.svelte when serverStore.props loaded | |
| UI->>settingsStore: syncWithServerDefaults() | |
| activate settingsStore | |
| settingsStore->>serverStore: defaultParams | |
| serverStore-->>settingsStore: {temperature, top_p, top_k, ...} | |
| loop each SYNCABLE_PARAMETER | |
| alt key NOT in userOverrides | |
| settingsStore->>settingsStore: config[key] = serverDefault[key] | |
| Note right of settingsStore: Non-overridden params adopt server default | |
| else key in userOverrides | |
| Note right of settingsStore: Keep user value, skip server default | |
| end | |
| end | |
| alt serverStore.props has uiSettings | |
| settingsStore->>settingsStore: Apply uiSettings from server | |
| Note right of settingsStore: Server-provided UI settings<br/>(e.g. showRawOutputSwitch) | |
| end | |
| settingsStore->>settingsStore: saveConfig() | |
| deactivate settingsStore | |
| %% βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ | |
| Note over UI,LS: βοΈ UPDATE CONFIG | |
| %% βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ | |
| UI->>settingsStore: updateConfig(key, value) | |
| activate settingsStore | |
| settingsStore->>settingsStore: config[key] = value | |
| alt value matches server default for key | |
| settingsStore->>settingsStore: userOverrides.delete(key) | |
| Note right of settingsStore: Matches server default, remove override | |
| else value differs from server default | |
| settingsStore->>settingsStore: userOverrides.add(key) | |
| Note right of settingsStore: Mark as user-modified (won't be overwritten) | |
| end | |
| settingsStore->>settingsStore: saveConfig() | |
| settingsStore->>LS: set(CONFIG_LOCALSTORAGE_KEY, config) | |
| settingsStore->>LS: set(USER_OVERRIDES_LOCALSTORAGE_KEY, [...userOverrides]) | |
| deactivate settingsStore | |
| UI->>settingsStore: updateMultipleConfig({key1: val1, key2: val2}) | |
| activate settingsStore | |
| Note right of settingsStore: Batch update, single save | |
| settingsStore->>settingsStore: For each key: config[key] = value | |
| settingsStore->>settingsStore: For each key: userOverrides.add(key) | |
| settingsStore->>settingsStore: saveConfig() | |
| deactivate settingsStore | |
| %% βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ | |
| Note over UI,LS: π RESET | |
| %% βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ | |
| UI->>settingsStore: resetConfig() | |
| activate settingsStore | |
| settingsStore->>settingsStore: config = {...SETTING_CONFIG_DEFAULT} | |
| settingsStore->>settingsStore: userOverrides.clear() | |
| Note right of settingsStore: All params reset to defaults<br/>Next syncWithServerDefaults will adopt server values | |
| settingsStore->>settingsStore: saveConfig() | |
| deactivate settingsStore | |
| UI->>settingsStore: resetParameterToServerDefault(key) | |
| activate settingsStore | |
| settingsStore->>settingsStore: userOverrides.delete(key) | |
| settingsStore->>serverStore: defaultParams[key] | |
| settingsStore->>settingsStore: config[key] = serverDefault | |
| settingsStore->>settingsStore: saveConfig() | |
| deactivate settingsStore | |
| %% βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ | |
| Note over UI,LS: π¨ THEME | |
| %% βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ | |
| UI->>settingsStore: updateTheme(newTheme) | |
| activate settingsStore | |
| settingsStore->>settingsStore: theme = newTheme | |
| settingsStore->>settingsStore: saveTheme() | |
| settingsStore->>LS: set("llama-theme", theme) | |
| deactivate settingsStore | |
| %% βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ | |
| Note over UI,LS: π PARAMETER INFO | |
| %% βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ | |
| UI->>settingsStore: getParameterInfo(key) | |
| settingsStore->>ParamSvc: getParameterInfo(key, config, serverDefaults, userOverrides) | |
| ParamSvc-->>settingsStore: ParameterInfo | |
| Note right of ParamSvc: {<br/> currentValue,<br/> serverDefault,<br/> isUserOverride: boolean,<br/> canSync: boolean,<br/> isDifferentFromServer: boolean<br/>} | |
| UI->>settingsStore: getParameterDiff() | |
| settingsStore->>ParamSvc: createParameterDiff(config, serverDefaults, userOverrides) | |
| ParamSvc-->>settingsStore: ParameterDiff[] | |
| Note right of ParamSvc: Array of parameters where user != server | |
| %% βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ | |
| Note over UI,LS: π CONFIG CATEGORIES | |
| %% βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ | |
| Note over settingsStore: Syncable with server (from /props): | |
| rect rgb(240, 255, 240) | |
| Note over settingsStore: temperature, top_p, top_k, min_p<br/>repeat_penalty, presence_penalty, frequency_penalty<br/>dynatemp_range, dynatemp_exponent<br/>typ_p, xtc_probability, xtc_threshold<br/>dry_multiplier, dry_base, dry_allowed_length, dry_penalty_last_n | |
| end | |
| Note over settingsStore: UI-only (not synced): | |
| rect rgb(255, 240, 240) | |
| Note over settingsStore: systemMessage, custom (JSON)<br/>showStatistics, enableContinueGeneration<br/>autoMicOnEmpty, disableAutoScroll<br/>apiKey, pdfAsImage, disableReasoningParsing, showRawOutputSwitch | |
| end | |
| ``` | |