The 43 routed-expert layers (256 experts each) use NVFP4 weights and calibrated
activation scales. Attention, shared experts, router, embeddings, output head,
and the attached speculative/MTP module retain their source formats. The
source MXFP4 expert values were converted losslessly to NVFP4 representation;
activation scales were calibrated separately.
Calibration
NVIDIA ModelOpt, eight H100 80 GB GPUs
128 samples at up to 512 tokens: 32 each from CNN/DailyMail, OpenCodeReasoning,
OpenMathReasoning, and Magpie-Pro-MT-300K
65,536 padded sequence positions
Max calibration algorithm, batch size 1
See
CONVERSION.md
for exact revisions, commands, export statistics, and audit
results. This repository contains the Hugging Face NVFP4 checkpoint, not GGUF.
Runtime support for this DeepSeek V4 NVFP4 layout is required.
The original model's MIT license is included. Model architecture, usage, chat
format, and limitations are documented in the
official model card
.
Runs of axiomofmind DeepSeek-V4-Flash-0731-NVFP4 on huggingface.co
66
Total runs
-2
24-hour runs
1
3-day runs
-8
7-day runs
-155
30-day runs
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