Instructions to use hydroxai/hydro-safe-Mixtral-8x7B-v03-pke with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use hydroxai/hydro-safe-Mixtral-8x7B-v03-pke with Transformers:

# Use a pipeline as a high-level helper
from transformers import pipeline

pipe = pipeline("text-generation", model="hydroxai/hydro-safe-Mixtral-8x7B-v03-pke")

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("hydroxai/hydro-safe-Mixtral-8x7B-v03-pke")
model = AutoModelForCausalLM.from_pretrained("hydroxai/hydro-safe-Mixtral-8x7B-v03-pke", device_map="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use hydroxai/hydro-safe-Mixtral-8x7B-v03-pke with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "hydroxai/hydro-safe-Mixtral-8x7B-v03-pke"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "hydroxai/hydro-safe-Mixtral-8x7B-v03-pke",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker

docker model run hf.co/hydroxai/hydro-safe-Mixtral-8x7B-v03-pke

SGLang

How to use hydroxai/hydro-safe-Mixtral-8x7B-v03-pke with SGLang:

Install from pip and serve model

# Install SGLang from pip:
pip install sglang
# Start the SGLang server:
python3 -m sglang.launch_server \
    --model-path "hydroxai/hydro-safe-Mixtral-8x7B-v03-pke" \
    --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": "hydroxai/hydro-safe-Mixtral-8x7B-v03-pke",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker images

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 "hydroxai/hydro-safe-Mixtral-8x7B-v03-pke" \
        --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": "hydroxai/hydro-safe-Mixtral-8x7B-v03-pke",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use hydroxai/hydro-safe-Mixtral-8x7B-v03-pke with Docker Model Runner:
```
docker model run hf.co/hydroxai/hydro-safe-Mixtral-8x7B-v03-pke
```

Model Card for Model ID

Overview

This repository contains the model card for the 🤗 transformers model "hydroxai/hydro-safe-Mixtral-8x7B-v03-dinm" that has been published on the Hub. The model card provides detailed information about its development, usage, risks, and more.

Model Details

Model Description

The "hydroxai/hydro-safe-Mixtral-8x7B-v03-dinm" model is a variant of the Mixtral architecture, fine-tuned with DINM methods to enhance its performance in Natural Language Processing tasks, with a focus on safety and security.

Security Enhancements

Recent updates have strengthened the model's security measures to ensure robust protection against potential vulnerabilities and risks. Key security enhancements include:

Implementation of rigorous input validation mechanisms.
Integration of advanced encryption protocols for secure data handling.
Regular security audits and updates to address emerging threats.
Compliance with industry standards and best practices to uphold data integrity.

These measures are designed to uphold the "hydroxai/hydro-safe-Mixtral-8x7B-v03-dinm" model's reliability and trustworthiness, making it suitable for deployment in sensitive applications where data security is critical.

Downloads last month: 7

Safetensors

Model size

7B params

Tensor type

F16

Collection including hydroxai/hydro-safe-Mixtral-8x7B-v03-pke

PKE models

Collection

LLM enhanced by PKE method • 3 items • Updated Nov 26, 2024 • 2