Instructions to use bartowski/google_gemma-4-E4B-it-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- llama-cpp-python
How to use bartowski/google_gemma-4-E4B-it-GGUF with llama-cpp-python:
# !pip install llama-cpp-python from llama_cpp import Llama llm = Llama.from_pretrained( repo_id="bartowski/google_gemma-4-E4B-it-GGUF", filename="google_gemma-4-E4B-it-IQ2_M.gguf", )
llm.create_chat_completion( messages = [ { "role": "user", "content": [ { "type": "text", "text": "Describe this image in one sentence." }, { "type": "image_url", "image_url": { "url": "https://cdn.britannica.com/61/93061-050-99147DCE/Statue-of-Liberty-Island-New-York-Bay.jpg" } } ] } ] ) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use bartowski/google_gemma-4-E4B-it-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 bartowski/google_gemma-4-E4B-it-GGUF:Q4_K_M # Run inference directly in the terminal: llama cli -hf bartowski/google_gemma-4-E4B-it-GGUF:Q4_K_M
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf bartowski/google_gemma-4-E4B-it-GGUF:Q4_K_M # Run inference directly in the terminal: llama cli -hf bartowski/google_gemma-4-E4B-it-GGUF: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 bartowski/google_gemma-4-E4B-it-GGUF:Q4_K_M # Run inference directly in the terminal: ./llama-cli -hf bartowski/google_gemma-4-E4B-it-GGUF: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 bartowski/google_gemma-4-E4B-it-GGUF:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama-cli -hf bartowski/google_gemma-4-E4B-it-GGUF:Q4_K_M
Use Docker
docker model run hf.co/bartowski/google_gemma-4-E4B-it-GGUF:Q4_K_M
- LM Studio
- Jan
- vLLM
How to use bartowski/google_gemma-4-E4B-it-GGUF with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "bartowski/google_gemma-4-E4B-it-GGUF" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "bartowski/google_gemma-4-E4B-it-GGUF", "messages": [ { "role": "user", "content": [ { "type": "text", "text": "Describe this image in one sentence." }, { "type": "image_url", "image_url": { "url": "https://cdn.britannica.com/61/93061-050-99147DCE/Statue-of-Liberty-Island-New-York-Bay.jpg" } } ] } ] }'Use Docker
docker model run hf.co/bartowski/google_gemma-4-E4B-it-GGUF:Q4_K_M
- Ollama
How to use bartowski/google_gemma-4-E4B-it-GGUF with Ollama:
ollama run hf.co/bartowski/google_gemma-4-E4B-it-GGUF:Q4_K_M
- Unsloth Studio
How to use bartowski/google_gemma-4-E4B-it-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 bartowski/google_gemma-4-E4B-it-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 bartowski/google_gemma-4-E4B-it-GGUF to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for bartowski/google_gemma-4-E4B-it-GGUF to start chatting
- Pi
How to use bartowski/google_gemma-4-E4B-it-GGUF with Pi:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf bartowski/google_gemma-4-E4B-it-GGUF:Q4_K_M
Configure the model in Pi
# Install Pi: npm install -g @mariozechner/pi-coding-agent # Add to ~/.pi/agent/models.json: { "providers": { "llama-cpp": { "baseUrl": "http://localhost:8080/v1", "api": "openai-completions", "apiKey": "none", "models": [ { "id": "bartowski/google_gemma-4-E4B-it-GGUF:Q4_K_M" } ] } } }Run Pi
# Start Pi in your project directory: pi
- Hermes Agent new
How to use bartowski/google_gemma-4-E4B-it-GGUF with Hermes Agent:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf bartowski/google_gemma-4-E4B-it-GGUF:Q4_K_M
Configure Hermes
# Install Hermes: curl -fsSL https://hermes-agent.nousresearch.com/install.sh | bash hermes setup # Point Hermes at the local server: hermes config set model.provider custom hermes config set model.base_url http://127.0.0.1:8080/v1 hermes config set model.default bartowski/google_gemma-4-E4B-it-GGUF:Q4_K_M
Run Hermes
hermes
- Atomic Chat new
- Docker Model Runner
How to use bartowski/google_gemma-4-E4B-it-GGUF with Docker Model Runner:
docker model run hf.co/bartowski/google_gemma-4-E4B-it-GGUF:Q4_K_M
- Lemonade
How to use bartowski/google_gemma-4-E4B-it-GGUF with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull bartowski/google_gemma-4-E4B-it-GGUF:Q4_K_M
Run and chat with the model
lemonade run user.google_gemma-4-E4B-it-GGUF-Q4_K_M
List all available models
lemonade list
Update chat template
Browse files- google_gemma-4-E4B-it-IQ2_M.gguf +2 -2
- google_gemma-4-E4B-it-IQ3_M.gguf +2 -2
- google_gemma-4-E4B-it-IQ3_XS.gguf +2 -2
- google_gemma-4-E4B-it-IQ4_NL.gguf +2 -2
- google_gemma-4-E4B-it-IQ4_XS.gguf +2 -2
- google_gemma-4-E4B-it-Q2_K.gguf +2 -2
- google_gemma-4-E4B-it-Q2_K_L.gguf +2 -2
- google_gemma-4-E4B-it-Q3_K_L.gguf +2 -2
- google_gemma-4-E4B-it-Q3_K_M.gguf +2 -2
- google_gemma-4-E4B-it-Q3_K_S.gguf +2 -2
- google_gemma-4-E4B-it-Q3_K_XL.gguf +2 -2
- google_gemma-4-E4B-it-Q4_0.gguf +2 -2
- google_gemma-4-E4B-it-Q4_1.gguf +2 -2
- google_gemma-4-E4B-it-Q4_K_L.gguf +2 -2
- google_gemma-4-E4B-it-Q4_K_M.gguf +2 -2
- google_gemma-4-E4B-it-Q4_K_S.gguf +2 -2
- google_gemma-4-E4B-it-Q5_K_L.gguf +2 -2
- google_gemma-4-E4B-it-Q5_K_M.gguf +2 -2
- google_gemma-4-E4B-it-Q5_K_S.gguf +2 -2
- google_gemma-4-E4B-it-Q6_K.gguf +2 -2
- google_gemma-4-E4B-it-Q6_K_L.gguf +2 -2
- google_gemma-4-E4B-it-Q8_0.gguf +2 -2
- google_gemma-4-E4B-it-bf16.gguf +2 -2
google_gemma-4-E4B-it-IQ2_M.gguf
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f30d51802cde0fb3b80e336443518ed525099ab59436cce042be4a7875dadde7
|
| 3 |
+
size 3959907072
|
google_gemma-4-E4B-it-IQ3_M.gguf
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5df4c5efa6546270b3daaf0970822602f3ab71269df7c02c9c12da1a2beb240b
|
| 3 |
+
size 4767779584
|
google_gemma-4-E4B-it-IQ3_XS.gguf
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e85e549af50ac8e7103e45311aad63fd484637a028effbb2fa7f4959017b220c
|
| 3 |
+
size 4632038144
|
google_gemma-4-E4B-it-IQ4_NL.gguf
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:301381cba57fa2a35027ec3e4ad15634c1d540c1981ba4c53eab03e8e142ece9
|
| 3 |
+
size 5232225024
|
google_gemma-4-E4B-it-IQ4_XS.gguf
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:426e5203bbb3266a9973acbb7eb153395a052ca68b1c6309292e42f40cf2d5b5
|
| 3 |
+
size 5112826624
|
google_gemma-4-E4B-it-Q2_K.gguf
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8be02d41c72e82e86a045154c096a791b3cbe9df7af4396b68196d0c642accf8
|
| 3 |
+
size 4458091264
|
google_gemma-4-E4B-it-Q2_K_L.gguf
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:09c2ed72f393d22ee504053a910bf98a779948279c835475380ec80bd9c3ee7c
|
| 3 |
+
size 5303243520
|
google_gemma-4-E4B-it-Q3_K_L.gguf
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1ede49d5c7c3b0e641c2770fde961b4f53a0b5f54b87ba0cb19ffa5d566afcbf
|
| 3 |
+
size 5034224384
|
google_gemma-4-E4B-it-Q3_K_M.gguf
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:38b84ff3b38d8f260d76a613187a33e649dc6633ff96c4a86d79aeb6b49782a2
|
| 3 |
+
size 4898728704
|
google_gemma-4-E4B-it-Q3_K_S.gguf
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c81ad6be53643b8a7985ec332415f99d3541a28a7cb0b868a22b03ad9d812808
|
| 3 |
+
size 4699693824
|
google_gemma-4-E4B-it-Q3_K_XL.gguf
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3a3ce55e3d5442e1c082253f04583c97aa4d7572d7221474029cf467b89b0af1
|
| 3 |
+
size 5879376640
|
google_gemma-4-E4B-it-Q4_0.gguf
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f50d37865acd3ea16200609b5c4f738a7716974529e347ccd34968f97fa5b991
|
| 3 |
+
size 5223858944
|
google_gemma-4-E4B-it-Q4_1.gguf
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6b2a522fafabf1e2b14d7750489d898c7ddeac9f4d91c63c091e5fb8a69dee6b
|
| 3 |
+
size 5458477824
|
google_gemma-4-E4B-it-Q4_K_L.gguf
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:243c19f86b66d422541e35ab986b95e9f532151daefd9a825c3862b24bdcf6c4
|
| 3 |
+
size 6250320640
|
google_gemma-4-E4B-it-Q4_K_M.gguf
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:51865750adafd22de56994a343d5a887cc1a589b9bae41d62b748c8bd0ca9c76
|
| 3 |
+
size 5405168384
|
google_gemma-4-E4B-it-Q4_K_S.gguf
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b26b8d4a3a1bdcd0623851117f277891747e8b46beeb09cf7ba2bccfd7d0f065
|
| 3 |
+
size 5235655424
|
google_gemma-4-E4B-it-Q5_K_L.gguf
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:18a08276731054d1f5baa6f4a0d33fc4f72708618ecac52c5066f49e6f90d9e1
|
| 3 |
+
size 6666033920
|
google_gemma-4-E4B-it-Q5_K_M.gguf
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8de7d7aa78a953e24feaf124a585dc41b9d58ea034e58ff8c27da56ee2dce69a
|
| 3 |
+
size 5820881664
|
google_gemma-4-E4B-it-Q5_K_S.gguf
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:15400d624584795cd0006795c473c2743eff987ce48361d476b3176d98d8ce2e
|
| 3 |
+
size 5701288704
|
google_gemma-4-E4B-it-Q6_K.gguf
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d964e22c8439ca6b52e288d2eb055f59de90703235a680fb09effe550c128870
|
| 3 |
+
size 6329953024
|
google_gemma-4-E4B-it-Q6_K_L.gguf
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e3dad72815640346c71cf686d44ecbd4b245901b3c6dbde57d6a5bf2f474c1fb
|
| 3 |
+
size 7175105280
|
google_gemma-4-E4B-it-Q8_0.gguf
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:faa6c725ae2606d05d899783cf9a657e59714b42a7c72e5adae67d2d57f82543
|
| 3 |
+
size 8031240960
|
google_gemma-4-E4B-it-bf16.gguf
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9bec68061a7aad29691ba9ee0171ea67e41b6152609c9e20d732d1916219275c
|
| 3 |
+
size 15053095424
|