Serge is a chat interface crafted with llama.cpp for running GGUF models. No API keys, entirely self-hosted!
- ๐ SvelteKit frontend
- ๐พ Redis for storing chat history & parameters
- โ๏ธ FastAPI + LangChain for the API, wrapping calls to llama.cpp using the python bindings
๐ฅ Demo:
demo.webm
๐ณ Docker:
docker run -d \
--name serge \
-v weights:/usr/src/app/weights \
-v datadb:/data/db/ \
-p 8008:8008 \
ghcr.io/serge-chat/serge:latest
๐ Docker Compose:
services:
serge:
image: ghcr.io/serge-chat/serge:latest
container_name: serge
restart: unless-stopped
ports:
- 8008:8008
volumes:
- weights:/usr/src/app/weights
- datadb:/data/db/
volumes:
weights:
datadb:
Then, just visit http://localhost:8008, You can find the API documentation at http://localhost:8008/api/docs
Ensure you have Docker Desktop installed, WSL2 configured, and enough free RAM to run models.
Instructions for setting up Serge on Kubernetes can be found in the wiki.
Category | Models |
---|---|
Alfred | 40B-1023 |
BioMistral | 7B |
Code | 13B, 33B |
CodeLLaMA | 7B, 7B-Instruct, 7B-Python, 13B, 13B-Instruct, 13B-Python, 34B, 34B-Instruct, 34B-Python |
Gemma | 2B, 1.1-2B-Instruct, 7B, 1.1-7B-Instruct |
Gorilla | Falcon-7B-HF-v0, 7B-HF-v1, Openfunctions-v1, Openfunctions-v2 |
Falcon | 7B, 7B-Instruct, 40B, 40B-Instruct |
LLaMA 2 | 7B, 7B-Chat, 7B-Coder, 13B, 13B-Chat, 70B, 70B-Chat, 70B-OASST |
LLaMA 3 | 11B-Instruct, 13B-Instruct, 16B-Instruct |
LLaMA Pro | 8B, 8B-Instruct |
Med42 | 70B |
Medalpaca | 13B |
Medicine | Chat, LLM |
Meditron | 7B, 7B-Chat, 70B |
Meta-LlaMA-3 | 8B, 8B-Instruct, 70B, 70B-Instruct |
Mistral | 7B-V0.1, 7B-Instruct-v0.2, 7B-OpenOrca |
MistralLite | 7B |
Mixtral | 8x7B-v0.1, 8x7B-Dolphin-2.7, 8x7B-Instruct-v0.1 |
Neural-Chat | 7B-v3.3 |
Notus | 7B-v1 |
Notux | 8x7b-v1 |
Nous-Hermes 2 | Mistral-7B-DPO, Mixtral-8x7B-DPO, Mistral-8x7B-SFT |
OpenChat | 7B-v3.5-1210 |
OpenCodeInterpreter | DS-6.7B, DS-33B, CL-7B, CL-13B, CL-70B |
OpenLLaMA | 3B-v2, 7B-v2, 13B-v2 |
Orca 2 | 7B, 13B |
Phi 2 | 2.7B |
Python Code | 13B, 33B |
PsyMedRP | 13B-v1, 20B-v1 |
Starling LM | 7B-Alpha |
TinyLlama | 1.1B |
Vicuna | 7B-v1.5, 13B-v1.5, 33B-v1.3, 33B-Coder |
WizardLM | 2-7B, 13B-v1.2, 70B-v1.0 |
Zephyr | 3B, 7B-Alpha, 7B-Beta |
Additional models can be requested by opening a GitHub issue. Other models are also available at Serge Models.
LLaMA will crash if you don't have enough available memory for the model:
Need help? Join our Discord
Nathan Sarrazin and Contributors. Serge
is free and open-source software licensed under the MIT License and Apache-2.0.
If you discover a bug or have a feature idea, feel free to open an issue or PR.
To run Serge in development mode:
git clone https://github.com/serge-chat/serge.git
cd serge/
docker compose -f docker-compose.dev.yml up --build