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cerebras/GLM-4.7-REAP-218B-A32B

Cerebras Systemshuggingface.co/cerebras/GLM-4.7-REAP-218B-A32B

Open in Graph
data quality53

Updated 12 h ago · first seen 11 Sept 2026

model_01M294XYQVWQWKE1SA45D6MEWB

Overview

Identity

Identity block not returned by the API for this entity.

Openness

Openness not classified yet — no sourced evidence to place this model in the ontology.

Key facts

Release date

Source:Hugging Face Hub (public pages, model cards, papers)T2observed 14 h agomedium

Architecture

Architecture

Source:Hugging Face Hub (public pages, model cards, papers)T2observed 14 h agomedium

Model type

Source:Hugging Face Hub (public pages, model cards, papers)T2observed 14 h agomedium

Parameters

Source:Hugging Face Hub (public pages, model cards, papers)T2observed 14 h agomedium

Active parameters

Source:Hugging Face Hub (public pages, model cards, papers)T2observed 14 h agomedium

Weights dtype

Source:Hugging Face Hub (public pages, model cards, papers)T2observed 14 h agomedium

File size

Source:Hugging Face Hub (public pages, model cards, papers)T2observed 14 h agomedium

Library name

Source:Hugging Face Hub (public pages, model cards, papers)T2observed 14 h agomedium

Pipeline tag

Source:Hugging Face Hub (public pages, model cards, papers)T2observed 14 h agomedium

Hugging Face repo

Source:Hugging Face Hub (public pages, model cards, papers)T2observed 14 h agomedium

Capabilities

Modalities

Modalities unavailable.

Capabilities

  • Tool calling

    Unavailable

  • Structured output

    Unavailable

  • Reasoning

    Unavailable

  • Vision

    Unavailable

  • Audio

    Unavailable

  • Fine-tuning available

    Unavailable

No capability flags have been observed from a source yet — we do not infer them.

Languages

Source:Hugging Face Hub (public pages, model cards, papers)T2observed 14 h agomedium

Hardware fit37

Estimated

9 of 37 device × quantization combinations fit.

Run locally: your machine →
Estimated hardware fit
HardwareQuantizationDevice memoryEst. memoryFits
Apple M3 Ultra4bit—126.1 GB est.Yes
Mac Studio (Apple M5 Ultra)4bit—126.1 GB est.Yes
Apple M2 Ultra4bit—126.1 GB est.Yes
NVIDIA H2004bit141 GB126.1 GB est.Yes
NVIDIA H200 NVL4bit141 GB126.1 GB est.Yes
NVIDIA B2004bit180 GB126.1 GB est.Yes
AMD Instinct MI300X4bit192 GB126.1 GB est.Yes
AMD Instinct MI325X4bit256 GB126.1 GB est.Yes
NVIDIA DGX B2004bit1,440 GB126.1 GB est.Yes
Apple M1 Ultra4bit—126.1 GB est.No
Apple M3 Max4bit—126.1 GB est.No
Apple M4 Max4bit—126.1 GB est.No
Mac Studio (Apple M5 Max)4bit—126.1 GB est.No
MacBook Pro (Apple M5 Max)4bit—126.1 GB est.No
Apple M2 Max4bit—126.1 GB est.No
Apple M1 Max4bit—126.1 GB est.No
Apple M4 Pro4bit—126.1 GB est.No
Mac mini (Apple M5 Pro)4bit—126.1 GB est.No
MacBook Pro (Apple M5 Pro)4bit—126.1 GB est.No
Apple M3 Pro4bit—126.1 GB est.No
Apple M1 Pro4bit—126.1 GB est.No
Apple M2 Pro4bit—126.1 GB est.No
Apple M44bit—126.1 GB est.No
iMac (Apple M4)4bit—126.1 GB est.No
Mac mini (Apple M6)4bit—126.1 GB est.No
MacBook Air (Apple M5)4bit—126.1 GB est.No
MacBook Pro (Apple M5)4bit—126.1 GB est.No
Apple M24bit—126.1 GB est.No
Apple M34bit—126.1 GB est.No
Apple M14bit—126.1 GB est.No
NVIDIA GeForce RTX 30904bit24 GB126.1 GB est.No
NVIDIA GeForce RTX 40904bit24 GB126.1 GB est.No
NVIDIA GeForce RTX 50904bit32 GB126.1 GB est.No
NVIDIA A100 80GB4bit80 GB126.1 GB est.No
NVIDIA H100 SXM4bit80 GB126.1 GB est.No
NVIDIA H100 NVL4bit94 GB126.1 GB est.No
NVIDIA DGX Spark4bit128 GB126.1 GB est.No
Assumptions (6)
  • Estimated, not measured: weights = parameters × bytes/param × 1.15 runtime overhead.
  • bytes/param: 4bit = 0.5, 8bit = 1.0, fp16 = 2.0 (uniform quantization, no per-layer exceptions).
  • KV cache approximated at 0.5 GB per 8 192 tokens of context, independent of architecture (GQA/MLA models need less).
  • A model 'fits' when the estimate is at most the device memory minus 2 GB reserved for the OS and framework.
  • Mixture-of-experts models are estimated on total parameters (all experts must be resident); active parameters are ignored.
  • Device memory uses the largest configuration when several are listed (e.g. Apple silicon tiers).

Lineage

Open in Graph →
Explicit derived_from / fine_tuned_from / distilled_from relations stated by sources; artifacts collapsed by kind.
ANCESTORS 1GLM 4.7358.3BGLM 4.7 — 358.3Bcerebras/GLM-4.7-REAP-218B-A3…218.4B params · this modelcerebras/GLM-4.7-REAP-218B-A32B — 218.4B params · this model

Papers1

Timeline1

Full timeline →

Change history22

Temporal, append-only claims: a new observation closes the previous claim instead of overwriting it. Rewind the record with the as-of picker.

Viewing AI Atlas as of 1 Jul 2026 — attributes exactly as the atlas knew them on that day; later corrections are not shown.

Back to today →

cerebras/GLM-4.7-REAP-218B-A32B was not yet in AI Atlas on 1 Jul 2026

First seen 11 Sept 2026. Nothing is inferred backwards: no attribute is shown for dates before the first observation.
22 claims · 22 properties

Release daterelease_date1

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ValueValid from → toStatusSourceConfidenceExtractor
10 Jan 2026 → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Opennessopenness1

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ValueValid from → toStatusSourceConfidenceExtractor
open-weights → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Licenselicense1

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ValueValid from → toStatusSourceConfidenceExtractor
mit → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Architecturearchitecture1

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ValueValid from → toStatusSourceConfidenceExtractor
Glm4MoeForCausalLM → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Parametersparameter_count1

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ValueValid from → toStatusSourceConfidenceExtractor
218.4B → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Active parametersactive_parameter_count1

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ValueValid from → toStatusSourceConfidenceExtractor
32B → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Languageslanguages1

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ValueValid from → toStatusSourceConfidenceExtractor
en → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Base modelbase_model1

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ValueValid from → toStatusSourceConfidenceExtractor
zai-org/GLM-4.7 → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

File sizefile_size_gb1

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ValueValid from → toStatusSourceConfidenceExtractor
436.8 GB → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Hugging Face repohf_repo1

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ValueValid from → toStatusSourceConfidenceExtractor
cerebras/GLM-4.7-REAP-218B-A32B → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Pipeline tagpipeline_tag1

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ValueValid from → toStatusSourceConfidenceExtractor
text-generation → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Model cardmodel_card_url1

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ValueValid from → toStatusSourceConfidenceExtractor
https://huggingface.co/cerebras/GLM-4.7-REAP-218B-A32B → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Downloadsmetric.downloads1

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ValueValid from → toStatusSourceConfidenceExtractor
156 → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Likesmetric.likes1

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ValueValid from → toStatusSourceConfidenceExtractor
33 → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Gatedgated1

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ValueValid from → toStatusSourceConfidenceExtractor
No → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Last modifiedlast_modified1

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ValueValid from → toStatusSourceConfidenceExtractor
2026-01-12T03:22:56+00:00 → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Library namelibrary_name1

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ValueValid from → toStatusSourceConfidenceExtractor
transformers → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

License urllicense_url1

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ValueValid from → toStatusSourceConfidenceExtractor
https://huggingface.co/zai-org/GLM-4.7/blob/main/LICENSE → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Downloads all timemetric.downloads_all_time1

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ValueValid from → toStatusSourceConfidenceExtractor
4,242 → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Model typemodel_type1

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ValueValid from → toStatusSourceConfidenceExtractor
glm4_moe → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Tagstags1

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ValueValid from → toStatusSourceConfidenceExtractor
transformers, safetensors, glm4_moe, text-generation, glm, MOE, pruning, compression, en → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Weights dtypeweights_dtype1

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ValueValid from → toStatusSourceConfidenceExtractor
BF16, F32 → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Claims are temporal and append-only: a new observation closes the previous claim (valid_to) instead of overwriting it. Conflicting claims from different sources are kept side by side and flagged — never averaged. Methodology →

Provenance

Attributed facts

22

Source tiers

T222

Freshest observation

12 h ago

Conflicts

None

Source documents 3

Source documents
SourceDocumentTypeTierLast observedSnapshots
Hugging Face Hub (public pages, model cards, papers)huggingface.co/cerebras/GLM-4.7-REAP-218B-A32B/raw/main/README.md model_cardT2· Quality secondary12 h ago1
Hugging Face Hub (public pages, model cards, papers)huggingface.co/cerebras/GLM-4.7-REAP-218B-A32B model_pageT2· Quality secondary12 h ago3
Hugging Face Hub (public pages, model cards, papers)huggingface.co/models?author=cerebras&p=0&sort=downloads listingT2· Quality secondary12 h ago3

Tier 1 = official/primary, 2 = quality secondary, 3 = community, 4 = unverified. Every snapshot is archived; see all sources and the methodology.

Data quality (53/100) measures how well AI Atlas knows this entity — completeness, primary-source ratio, freshness, conflicts — never how good the model is. Methodology →