DeepSeek-V4-Flash

Revision 60d8d70770c6776ff598c94bb586a859a38244f1

Open on Hugging Face Plan a deployment

291BTOTAL PARAMETERS

—CHECKPOINT BYTES

— / 6EXPERTS / PER TOKEN

1.8MDOWNLOADS

TENSOR ACCOUNTING

Where the bytes are.

Summed from the safetensors index, one row per dtype. A parameter count alone cannot produce this figure, because a checkpoint may mix widths.

Dtype	Parameters	Bytes each	Bytes	Share
`I8`	283,467,841,536	1	283.5 GB	—
`F8_E4M3`	6,023,020,544	1	6.0 GB	—
`BF16`	1,415,259,264	2	2.8 GB	—
`F32`	36,168,018	4	145 MB	—
`I64`	2,327,040	8	19 MB	—

EVERY FIELD, WITH ITS ORIGIN

Sourced or undetermined. Never assumed.

Each value below names the exact API field it was computed from. Where the Hub does not establish a value, the reason is shown instead of a plausible default.

Architecture: deepseek_v4config.model_type
Model classes: DeepseekV4ForCausalLMconfig.architectures
Routed experts: UndeterminedThe published config exposes no routed-expert count. The Hub's config summary omits fields some architectures place only in the full config.json.
Experts per token: 6config.num_experts_per_tok
Shared experts: UndeterminedThe published config declares no always-on shared experts.
Routing sparsity: UndeterminedRouting sparsity requires both a routed-expert and a per-token expert count.
Total parameters: 290,944,616,402safetensors.total
Checkpoint bytes: UndeterminedPer-dtype tensor bytes (292484669000) exceed the repository's stored bytes (159641337663), so the dtype map cannot be read literally for this checkpoint.
Ships below 16-bit: UndeterminedPrecision cannot be characterised from an inconsistent dtype map.
Quantisation method: fp8config.quantization_config.quant_method
Trained context: UndeterminedThe config summary omits max_position_embeddings. Trained context is a model-card claim, not a derivable fact.
Declared licence: mitcardData.license
Base model: UndeterminedThe repository declares no base model.
Library: transformerslibrary_name
Files in repository: 73siblings
Last modified: 2026-06-22lastModified

LICENCE POSTURE

Permissive

The repository declares a licence that is generally read as permitting commercial use. Read the licence file in the repository before relying on that.

This is a reading of a metadata field, not legal advice, and it does not account for the licences of upstream models or training data.

PROVENANCE

Derived from https://huggingface.co/api/models/deepseek-ai/DeepSeek-V4-Flash in the snapshot generated 2026-09-05. Evidence class hub_derived: computed mechanically from publisher metadata, never measured by this project.

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