Text Generation
English
deepseek_v4
deepseek
Mixture of Experts
sovereign
agentic
speculative-decoding
4-bit precision
gptq
Instructions to use Codexcoder/deepseek-v4-sovereign with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Local Apps Settings
- vLLM
How to use Codexcoder/deepseek-v4-sovereign with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "Codexcoder/deepseek-v4-sovereign" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "Codexcoder/deepseek-v4-sovereign", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker
docker model run hf.co/Codexcoder/deepseek-v4-sovereign
- SGLang
How to use Codexcoder/deepseek-v4-sovereign 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 "Codexcoder/deepseek-v4-sovereign" \ --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": "Codexcoder/deepseek-v4-sovereign", "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 "Codexcoder/deepseek-v4-sovereign" \ --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": "Codexcoder/deepseek-v4-sovereign", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }' - Docker Model Runner
How to use Codexcoder/deepseek-v4-sovereign with Docker Model Runner:
docker model run hf.co/Codexcoder/deepseek-v4-sovereign
File size: 963 Bytes
f6fec0c | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 | {
"architectures": ["DeepseekV4ForCausalLM"],
"model_type": "deepseek_v4",
"model_id": "sovereign/deepseek-v4-sovereign",
"base_model": "deepseek-ai/DeepSeek-V4-Flash-0731",
"torch_dtype": "bfloat16",
"vocab_size": 129280,
"hidden_size": 7168,
"num_hidden_layers": 61,
"num_attention_heads": 64,
"num_key_value_heads": 8,
"head_dim": 128,
"num_experts": 256,
"num_experts_per_tok": 8,
"intermediate_size": 18432,
"max_position_embeddings": 1048576,
"rope_theta": 1000000.0,
"speculative_decoding": {
"method": "dspark",
"num_speculative_tokens": 7,
"draft_sample_method": "greedy"
},
"moe": {
"backend": "deep_gemm_mega_moe",
"expert_parallel": true
},
"attention": {
"use_fp4_indexer_cache": true,
"swa_full_tokens_ratio": 0.1
},
"quantization_config": {
"quant_method": "gptq",
"bits": 4,
"group_size": 128,
"damp_percent": 0.01
},
"transformers_version": "4.46.0"
}
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