Instructions to use tensorblock/mhenrichsen_gemma-2b-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use tensorblock/mhenrichsen_gemma-2b-GGUF with Transformers:

# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("tensorblock/mhenrichsen_gemma-2b-GGUF", dtype="auto")

llama-cpp-python

How to use tensorblock/mhenrichsen_gemma-2b-GGUF with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="tensorblock/mhenrichsen_gemma-2b-GGUF",
	filename="gemma-2b-Q2_K.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 tensorblock/mhenrichsen_gemma-2b-GGUF 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 tensorblock/mhenrichsen_gemma-2b-GGUF:Q2_K
# Run inference directly in the terminal:
llama cli -hf tensorblock/mhenrichsen_gemma-2b-GGUF:Q2_K

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf tensorblock/mhenrichsen_gemma-2b-GGUF:Q2_K
# Run inference directly in the terminal:
llama cli -hf tensorblock/mhenrichsen_gemma-2b-GGUF:Q2_K

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 tensorblock/mhenrichsen_gemma-2b-GGUF:Q2_K
# Run inference directly in the terminal:
./llama-cli -hf tensorblock/mhenrichsen_gemma-2b-GGUF:Q2_K

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 tensorblock/mhenrichsen_gemma-2b-GGUF:Q2_K
# Run inference directly in the terminal:
./build/bin/llama-cli -hf tensorblock/mhenrichsen_gemma-2b-GGUF:Q2_K

Use Docker

docker model run hf.co/tensorblock/mhenrichsen_gemma-2b-GGUF:Q2_K

LM Studio
Jan
Ollama
How to use tensorblock/mhenrichsen_gemma-2b-GGUF with Ollama:
```
ollama run hf.co/tensorblock/mhenrichsen_gemma-2b-GGUF:Q2_K
```

Unsloth Studio

How to use tensorblock/mhenrichsen_gemma-2b-GGUF 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 tensorblock/mhenrichsen_gemma-2b-GGUF 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 tensorblock/mhenrichsen_gemma-2b-GGUF to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for tensorblock/mhenrichsen_gemma-2b-GGUF to start chatting

Atomic Chat new
Docker Model Runner
How to use tensorblock/mhenrichsen_gemma-2b-GGUF with Docker Model Runner:
```
docker model run hf.co/tensorblock/mhenrichsen_gemma-2b-GGUF:Q2_K
```

Lemonade

How to use tensorblock/mhenrichsen_gemma-2b-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull tensorblock/mhenrichsen_gemma-2b-GGUF:Q2_K

Run and chat with the model

lemonade run user.mhenrichsen_gemma-2b-GGUF-Q2_K

List all available models

lemonade list

morriszms commited on Jan 27

Commit

876bdc8

verified ·

1 Parent(s): e24e28c

Remove .gguf files (keep Q2_K.gguf)

Browse files

Files changed (11) hide show

gemma-2b-Q3_K_L.gguf +0 -3
gemma-2b-Q3_K_M.gguf +0 -3
gemma-2b-Q3_K_S.gguf +0 -3
gemma-2b-Q4_0.gguf +0 -3
gemma-2b-Q4_K_M.gguf +0 -3
gemma-2b-Q4_K_S.gguf +0 -3
gemma-2b-Q5_0.gguf +0 -3
gemma-2b-Q5_K_M.gguf +0 -3
gemma-2b-Q5_K_S.gguf +0 -3
gemma-2b-Q6_K.gguf +0 -3
gemma-2b-Q8_0.gguf +0 -3

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:225f6915ddefcb2162f186b537d7b955db91bf0d5df136464997d4999e5e0833
-size 1465591168

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:419083808630626fa02de4647b60af0aa9c3846c204527e4fdd5a7028eabae89
-size 1383802240

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:79bd856d556e819909697183cd2627fcc369f23d740289b585a439dd3e2b4a43
-size 1287980416

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:5e9546369e0b542e85fe3ba90a5b74bcb07f6422c915a86118e921d90d85d3c8
-size 1551189376

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:4097a9f3e51c9e6d51608d804f623bdff8aeea03b54b91db18ebbf77c5236fbc
-size 1630262656