Instructions to use Ammad1Ali/Llongorca_16k with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Ammad1Ali/Llongorca_16k with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("Ammad1Ali/Llongorca_16k", device_map="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use Ammad1Ali/Llongorca_16k 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 Ammad1Ali/Llongorca_16k:Q5_K_M # Run inference directly in the terminal: llama cli -hf Ammad1Ali/Llongorca_16k:Q5_K_M
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf Ammad1Ali/Llongorca_16k:Q5_K_M # Run inference directly in the terminal: llama cli -hf Ammad1Ali/Llongorca_16k:Q5_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 Ammad1Ali/Llongorca_16k:Q5_K_M # Run inference directly in the terminal: ./llama-cli -hf Ammad1Ali/Llongorca_16k:Q5_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 Ammad1Ali/Llongorca_16k:Q5_K_M # Run inference directly in the terminal: ./build/bin/llama-cli -hf Ammad1Ali/Llongorca_16k:Q5_K_M
Use Docker
docker model run hf.co/Ammad1Ali/Llongorca_16k:Q5_K_M
- LM Studio
- Jan
- Ollama
How to use Ammad1Ali/Llongorca_16k with Ollama:
ollama run hf.co/Ammad1Ali/Llongorca_16k:Q5_K_M
- Unsloth Desktop
- Docker Model Runner
How to use Ammad1Ali/Llongorca_16k with Docker Model Runner:
docker model run hf.co/Ammad1Ali/Llongorca_16k:Q5_K_M
- Lemonade
How to use Ammad1Ali/Llongorca_16k with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull Ammad1Ali/Llongorca_16k:Q5_K_M
Run and chat with the model
lemonade run user.Llongorca_16k-Q5_K_M
List all available models
lemonade list
- Atomic Chat
Download tokenizer_config.json from Ammad1Ali/Llongorca_16k: direct link, hf CLI and curl.
- Browser
- Download file 768 Bytes
-
https://huggingface.co/Ammad1Ali/Llongorca_16k/resolve/main/tokenizer_config.json
- Command line
-
hf download hf://Ammad1Ali/Llongorca_16k/tokenizer_config.json
-
curl -L -o tokenizer_config.json https://huggingface.co/Ammad1Ali/Llongorca_16k/resolve/main/tokenizer_config.json
768 Bytes
| { | |
| "add_bos_token": true, | |
| "add_eos_token": false, | |
| "bos_token": { | |
| "__type": "AddedToken", | |
| "content": "<s>", | |
| "lstrip": false, | |
| "normalized": true, | |
| "rstrip": false, | |
| "single_word": false | |
| }, | |
| "clean_up_tokenization_spaces": false, | |
| "eos_token": { | |
| "__type": "AddedToken", | |
| "content": "</s>", | |
| "lstrip": false, | |
| "normalized": true, | |
| "rstrip": false, | |
| "single_word": false | |
| }, | |
| "legacy": true, | |
| "model_max_length": 8192, | |
| "pad_token": null, | |
| "sp_model_kwargs": {}, | |
| "tokenizer_class": "LlamaTokenizer", | |
| "trust_remote_code": false, | |
| "unk_token": { | |
| "__type": "AddedToken", | |
| "content": "<unk>", | |
| "lstrip": false, | |
| "normalized": true, | |
| "rstrip": false, | |
| "single_word": false | |
| }, | |
| "use_fast": true | |
| } | |