Instructions to use letheviet/coedit-tinyllama-chat-bnb-4bit with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use letheviet/coedit-tinyllama-chat-bnb-4bit with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("letheviet/coedit-tinyllama-chat-bnb-4bit", device_map="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use letheviet/coedit-tinyllama-chat-bnb-4bit 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 letheviet/coedit-tinyllama-chat-bnb-4bit:Q4_K_M # Run inference directly in the terminal: llama cli -hf letheviet/coedit-tinyllama-chat-bnb-4bit:Q4_K_M
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf letheviet/coedit-tinyllama-chat-bnb-4bit:Q4_K_M # Run inference directly in the terminal: llama cli -hf letheviet/coedit-tinyllama-chat-bnb-4bit:Q4_K_M
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 letheviet/coedit-tinyllama-chat-bnb-4bit:Q4_K_M # Run inference directly in the terminal: ./llama-cli -hf letheviet/coedit-tinyllama-chat-bnb-4bit:Q4_K_M
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 letheviet/coedit-tinyllama-chat-bnb-4bit:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama-cli -hf letheviet/coedit-tinyllama-chat-bnb-4bit:Q4_K_M
Use Docker
docker model run hf.co/letheviet/coedit-tinyllama-chat-bnb-4bit:Q4_K_M
- LM Studio
- Jan
- Ollama
How to use letheviet/coedit-tinyllama-chat-bnb-4bit with Ollama:
ollama run hf.co/letheviet/coedit-tinyllama-chat-bnb-4bit:Q4_K_M
- Unsloth Desktop
- Docker Model Runner
How to use letheviet/coedit-tinyllama-chat-bnb-4bit with Docker Model Runner:
docker model run hf.co/letheviet/coedit-tinyllama-chat-bnb-4bit:Q4_K_M
- Lemonade
How to use letheviet/coedit-tinyllama-chat-bnb-4bit with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull letheviet/coedit-tinyllama-chat-bnb-4bit:Q4_K_M
Run and chat with the model
lemonade run user.coedit-tinyllama-chat-bnb-4bit-Q4_K_M
List all available models
lemonade list
- Atomic Chat
| { | |
| "add_bos_token": true, | |
| "add_eos_token": false, | |
| "added_tokens_decoder": { | |
| "0": { | |
| "content": "<unk>", | |
| "lstrip": false, | |
| "normalized": false, | |
| "rstrip": false, | |
| "single_word": false, | |
| "special": true | |
| }, | |
| "1": { | |
| "content": "<s>", | |
| "lstrip": false, | |
| "normalized": false, | |
| "rstrip": false, | |
| "single_word": false, | |
| "special": true | |
| }, | |
| "2": { | |
| "content": "</s>", | |
| "lstrip": false, | |
| "normalized": false, | |
| "rstrip": false, | |
| "single_word": false, | |
| "special": true | |
| } | |
| }, | |
| "additional_special_tokens": [], | |
| "bos_token": "<s>", | |
| "chat_template": "{% for message in messages %}\n{% if message['role'] == 'user' %}\n{{ '<|user|>\n' + message['content'] + eos_token }}\n{% elif message['role'] == 'system' %}\n{{ '<|system|>\n' + message['content'] + eos_token }}\n{% elif message['role'] == 'assistant' %}\n{{ '<|assistant|>\n' + message['content'] + eos_token }}\n{% endif %}\n{% if loop.last and add_generation_prompt %}\n{{ '<|assistant|>' }}\n{% endif %}\n{% endfor %}", | |
| "clean_up_tokenization_spaces": false, | |
| "cls_token": null, | |
| "eos_token": "</s>", | |
| "mask_token": null, | |
| "model_input_names": [ | |
| "input_ids", | |
| "attention_mask" | |
| ], | |
| "model_max_length": 4096, | |
| "pad_token": "<unk>", | |
| "padding_side": "right", | |
| "sep_token": null, | |
| "split_special_tokens": false, | |
| "tokenizer_class": "LlamaTokenizer", | |
| "truncation_side": "right", | |
| "unk_token": "<unk>", | |
| "use_default_system_prompt": false | |
| } | |