Instructions to use telosnex/fllama with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Notebooks
Google Colab
Kaggle
Local Apps Settings

How to use telosnex/fllama 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 telosnex/fllama:UD-Q4_K_M
# Run inference directly in the terminal:
llama cli -hf telosnex/fllama:UD-Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf telosnex/fllama:UD-Q4_K_M
# Run inference directly in the terminal:
llama cli -hf telosnex/fllama:UD-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 telosnex/fllama:UD-Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf telosnex/fllama:UD-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 telosnex/fllama:UD-Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf telosnex/fllama:UD-Q4_K_M

Use Docker

docker model run hf.co/telosnex/fllama:UD-Q4_K_M

LM Studio
Jan
Ollama
How to use telosnex/fllama with Ollama:
```
ollama run hf.co/telosnex/fllama:UD-Q4_K_M
```

Unsloth Studio

How to use telosnex/fllama 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 telosnex/fllama 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 telosnex/fllama to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for telosnex/fllama to start chatting

Docker Model Runner
How to use telosnex/fllama with Docker Model Runner:
```
docker model run hf.co/telosnex/fllama:UD-Q4_K_M
```

Lemonade

How to use telosnex/fllama with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull telosnex/fllama:UD-Q4_K_M

Run and chat with the model

lemonade run user.fllama-UD-Q4_K_M

List all available models

lemonade list

Atomic Chat

jpohhhh commited on Jun 8

Commit

213fed1

verified ·

1 Parent(s): 5f9a741

Gemma 4 QAT: 12B, 26B, 31B mmproj

Browse files

Files changed (6) hide show

.gitattributes +5 -0
gemma-4-12b-it-qat-q4_0.gguf +3 -0
gemma-4-26B_q4_0-it-mmproj.gguf +3 -0
gemma-4-26B_q4_0-it.gguf +3 -0
gemma-4-31B_q4_0-it-mmproj.gguf +3 -0
mmproj-gemma-4-12b-it-qat-q4_0.gguf +3 -0

.gitattributes CHANGED Viewed

@@ -105,3 +105,8 @@ gemma-4-31B-it-mmproj-F16.gguf filter=lfs diff=lfs merge=lfs -text
 gemma-4-31B-it-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
 gemma-4-26B-A4B-it-mmproj-F16.gguf filter=lfs diff=lfs merge=lfs -text
 gemma-4-26B-A4B-it-UD-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text

 gemma-4-31B-it-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
 gemma-4-26B-A4B-it-mmproj-F16.gguf filter=lfs diff=lfs merge=lfs -text
 gemma-4-26B-A4B-it-UD-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+gemma-4-12b-it-qat-q4_0.gguf filter=lfs diff=lfs merge=lfs -text
+gemma-4-26B_q4_0-it-mmproj.gguf filter=lfs diff=lfs merge=lfs -text
+gemma-4-26B_q4_0-it.gguf filter=lfs diff=lfs merge=lfs -text
+gemma-4-31B_q4_0-it-mmproj.gguf filter=lfs diff=lfs merge=lfs -text
+mmproj-gemma-4-12b-it-qat-q4_0.gguf filter=lfs diff=lfs merge=lfs -text

gemma-4-12b-it-qat-q4_0.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:faff1a63667fac17ac5e777f47114688fcefea96e220e211aaa8d62c2c4561f1
+size 6975877728

gemma-4-26B_q4_0-it-mmproj.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:d8e2de16e17515d9061b23c9a002715f996f9e0c87b93a9354264611bfab9239
+size 1194827744

gemma-4-26B_q4_0-it.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:4c856523d61d77922dbc0b26753a6bf6208e5d69d80db0c04dcd776832d054c5
+size 14439361440

gemma-4-31B_q4_0-it-mmproj.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:8e239c9c592541c9f537fff75677ea30d8af1e14ba63d27cf245423b7d0a688b
+size 1200726016

mmproj-gemma-4-12b-it-qat-q4_0.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:e70b0e5cd80323d5d588b4ed06780356b7b1ba03995a4b8164c6ae9db0ff5989
+size 175115264