Instructions to use metsman/gemma-transformers-2b-it with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use metsman/gemma-transformers-2b-it 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 metsman/gemma-transformers-2b-it # Run inference directly in the terminal: llama cli -hf metsman/gemma-transformers-2b-it
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf metsman/gemma-transformers-2b-it # Run inference directly in the terminal: llama cli -hf metsman/gemma-transformers-2b-it
Build from source code
git clone https://github.com/ggml-org/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-app # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama serve -hf metsman/gemma-transformers-2b-it # Run inference directly in the terminal: ./build/bin/llama cli -hf metsman/gemma-transformers-2b-it
Use Docker
docker model run hf.co/metsman/gemma-transformers-2b-it
- Llama new
- LM Studio
- Jan
- Ollama
How to use metsman/gemma-transformers-2b-it with Ollama:
ollama run hf.co/metsman/gemma-transformers-2b-it
- Unsloth Desktop
- Docker Model Runner
How to use metsman/gemma-transformers-2b-it with Docker Model Runner:
docker model run hf.co/metsman/gemma-transformers-2b-it
- Lemonade
How to use metsman/gemma-transformers-2b-it with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull metsman/gemma-transformers-2b-it
Run and chat with the model
lemonade run user.gemma-transformers-2b-it-{{QUANT_TAG}}List all available models
lemonade list
- Atomic Chat
Download config.json from metsman/gemma-transformers-2b-it: direct link, hf CLI and curl.
- Browser
- Download file 703 Bytes
-
https://huggingface.co/metsman/gemma-transformers-2b-it/resolve/main/config.json
- Command line
-
hf download hf://metsman/gemma-transformers-2b-it/config.json
-
curl -L -o config.json https://huggingface.co/metsman/gemma-transformers-2b-it/resolve/main/config.json
703 Bytes
| { | |
| "architectures": [ | |
| "GemmaForCausalLM" | |
| ], | |
| "attention_bias": false, | |
| "attention_dropout": 0.0, | |
| "bos_token_id": 2, | |
| "eos_token_id": 1, | |
| "head_dim": 256, | |
| "hidden_act": "gelu", | |
| "hidden_size": 2048, | |
| "hidden_activation": "gelu_pytorch_tanh", | |
| "initializer_range": 0.02, | |
| "intermediate_size": 16384, | |
| "max_position_embeddings": 8192, | |
| "model_type": "gemma", | |
| "num_attention_heads": 8, | |
| "num_hidden_layers": 18, | |
| "num_key_value_heads": 1, | |
| "pad_token_id": 0, | |
| "query_pre_attn_scalar": 256, | |
| "rms_norm_eps": 1e-06, | |
| "rope_scaling": null, | |
| "rope_theta": 10000.0, | |
| "torch_dtype": "bfloat16", | |
| "transformers_version": "4.38.0.dev0", | |
| "use_cache": true, | |
| "vocab_size": 256000 | |
| } | |