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Fine-tuned LLMs for the Portuguese language and Brazilian culture. • 10 items • Updated • 3
How to use botbotrobotics/Cabra with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("text-generation", model="botbotrobotics/Cabra") # Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM
tokenizer = AutoTokenizer.from_pretrained("botbotrobotics/Cabra")
model = AutoModelForCausalLM.from_pretrained("botbotrobotics/Cabra")How to use botbotrobotics/Cabra with vLLM:
# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "botbotrobotics/Cabra"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/completions" \
-H "Content-Type: application/json" \
--data '{
"model": "botbotrobotics/Cabra",
"prompt": "Once upon a time,",
"max_tokens": 512,
"temperature": 0.5
}'docker model run hf.co/botbotrobotics/Cabra
How to use botbotrobotics/Cabra with SGLang:
# Install SGLang from pip:
pip install sglang
# Start the SGLang server:
python3 -m sglang.launch_server \
--model-path "botbotrobotics/Cabra" \
--host 0.0.0.0 \
--port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/completions" \
-H "Content-Type: application/json" \
--data '{
"model": "botbotrobotics/Cabra",
"prompt": "Once upon a time,",
"max_tokens": 512,
"temperature": 0.5
}'docker run --gpus all \
--shm-size 32g \
-p 30000:30000 \
-v ~/.cache/huggingface:/root/.cache/huggingface \
--env "HF_TOKEN=<secret>" \
--ipc=host \
lmsysorg/sglang:latest \
python3 -m sglang.launch_server \
--model-path "botbotrobotics/Cabra" \
--host 0.0.0.0 \
--port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/completions" \
-H "Content-Type: application/json" \
--data '{
"model": "botbotrobotics/Cabra",
"prompt": "Once upon a time,",
"max_tokens": 512,
"temperature": 0.5
}'How to use botbotrobotics/Cabra with Docker Model Runner:
docker model run hf.co/botbotrobotics/Cabra
Conheça os nossos outros modelos (bem melhores): Cabra
O Cabra 7b é um qlora finetune do LLaMA 2 7b Chat usando o dataset PortugueseDolly, tradução do Databricks Dolly 15k.
*Somente para demonstração e pesquisa. Proibido para uso comercial.
O modelo precisa de mais treinamento, e pode gerar mentira ou inverdades.