Text Generation
Transformers
Safetensors
deepseek_v4
Mixture of Experts
compressed-tensors
w4a8
int4
fp8
vllm
quantization
Instructions to use endnai/DeepSeek-V4-Flash-W4A8-FP8 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use endnai/DeepSeek-V4-Flash-W4A8-FP8 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="endnai/DeepSeek-V4-Flash-W4A8-FP8")# Load model directly from transformers import AutoTokenizer, AutoModelForCausalLM tokenizer = AutoTokenizer.from_pretrained("endnai/DeepSeek-V4-Flash-W4A8-FP8") model = AutoModelForCausalLM.from_pretrained("endnai/DeepSeek-V4-Flash-W4A8-FP8") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use endnai/DeepSeek-V4-Flash-W4A8-FP8 with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "endnai/DeepSeek-V4-Flash-W4A8-FP8" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "endnai/DeepSeek-V4-Flash-W4A8-FP8", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker
docker model run hf.co/endnai/DeepSeek-V4-Flash-W4A8-FP8
- SGLang
How to use endnai/DeepSeek-V4-Flash-W4A8-FP8 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 "endnai/DeepSeek-V4-Flash-W4A8-FP8" \ --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": "endnai/DeepSeek-V4-Flash-W4A8-FP8", "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 "endnai/DeepSeek-V4-Flash-W4A8-FP8" \ --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": "endnai/DeepSeek-V4-Flash-W4A8-FP8", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }' - Docker Model Runner
How to use endnai/DeepSeek-V4-Flash-W4A8-FP8 with Docker Model Runner:
docker model run hf.co/endnai/DeepSeek-V4-Flash-W4A8-FP8
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| "architectures": [ | |
| "DeepseekV4ForCausalLM" | |
| ], | |
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| }, | |
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| "dtype": "bfloat16", | |
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| "heavily_compressed_attention", | |
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