Libraries PEFT How to use gorkemgoknar/moviechatbot-mistral-v1 with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("mistralai/Mistral-7B-Instruct-v0.1")
model = PeftModel.from_pretrained(base_model, "gorkemgoknar/moviechatbot-mistral-v1") Notebooks Google Colab Kaggle Local Apps Settings llama.cpp How to use gorkemgoknar/moviechatbot-mistral-v1 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 gorkemgoknar/moviechatbot-mistral-v1:Q5_K_M
# Run inference directly in the terminal:
llama cli -hf gorkemgoknar/moviechatbot-mistral-v1:Q5_K_M Install from WinGet (Windows) winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf gorkemgoknar/moviechatbot-mistral-v1:Q5_K_M
# Run inference directly in the terminal:
llama cli -hf gorkemgoknar/moviechatbot-mistral-v1:Q5_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 gorkemgoknar/moviechatbot-mistral-v1:Q5_K_M
# Run inference directly in the terminal:
./llama-cli -hf gorkemgoknar/moviechatbot-mistral-v1:Q5_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 gorkemgoknar/moviechatbot-mistral-v1:Q5_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf gorkemgoknar/moviechatbot-mistral-v1:Q5_K_M Use Docker docker model run hf.co/gorkemgoknar/moviechatbot-mistral-v1:Q5_K_M LM Studio Jan Ollama How to use gorkemgoknar/moviechatbot-mistral-v1 with Ollama:
ollama run hf.co/gorkemgoknar/moviechatbot-mistral-v1:Q5_K_M Unsloth Desktop Docker Model Runner How to use gorkemgoknar/moviechatbot-mistral-v1 with Docker Model Runner:
docker model run hf.co/gorkemgoknar/moviechatbot-mistral-v1:Q5_K_M Lemonade How to use gorkemgoknar/moviechatbot-mistral-v1 with Lemonade:
Pull the model # Download Lemonade from https://lemonade-server.ai/
lemonade pull gorkemgoknar/moviechatbot-mistral-v1:Q5_K_M Run and chat with the model lemonade run user.moviechatbot-mistral-v1-Q5_K_M List all available models lemonade list Atomic Chat 
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("mistralai/Mistral-7B-Instruct-v0.1") model = PeftModel.from_pretrained(base_model, "gorkemgoknar/moviechatbot-mistral-v1")