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AI21-Jamba-Mini-1.5

AI21 Labshuggingface.co/ai21labs/AI21-Jamba-Mini-1.5

Open in Graph
data quality53

Updated 13 h ago · first seen 11 Sept 2026

model_01M294WVHJZKSEYYE98M480S68

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 15 h agomedium

Architecture

Architecture

Source:Hugging Face Hub (public pages, model cards, papers)T2observed 15 h agomedium

Model type

Source:Hugging Face Hub (public pages, model cards, papers)T2observed 15 h agomedium

Parameters

Source:Hugging Face Hub (public pages, model cards, papers)T2observed 15 h agomedium

Weights dtype

Source:Hugging Face Hub (public pages, model cards, papers)T2observed 15 h agomedium

File size

Source:Hugging Face Hub (public pages, model cards, papers)T2observed 15 h agomedium

Library name

Source:Hugging Face Hub (public pages, model cards, papers)T2observed 15 h agomedium

Pipeline tag

Source:Hugging Face Hub (public pages, model cards, papers)T2observed 15 h agomedium

Hugging Face repo

Source:Hugging Face Hub (public pages, model cards, papers)T2observed 15 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 15 h agomedium

Hardware fit37

Estimated

24 of 37 device × quantization combinations fit.

Run locally: your machine →
Estimated hardware fit
HardwareQuantizationDevice memoryEst. memoryFits
Apple M3 Ultra4bit30.1 GB est.Yes
Mac Studio (Apple M5 Ultra)4bit30.1 GB est.Yes
Apple M2 Ultra4bit30.1 GB est.Yes
Apple M1 Ultra4bit30.1 GB est.Yes
Apple M3 Max4bit30.1 GB est.Yes
Apple M4 Max4bit30.1 GB est.Yes
Mac Studio (Apple M5 Max)4bit30.1 GB est.Yes
MacBook Pro (Apple M5 Max)4bit30.1 GB est.Yes
Apple M2 Max4bit30.1 GB est.Yes
Apple M1 Max4bit30.1 GB est.Yes
Apple M4 Pro4bit30.1 GB est.Yes
Mac mini (Apple M5 Pro)4bit30.1 GB est.Yes
MacBook Pro (Apple M5 Pro)4bit30.1 GB est.Yes
Apple M3 Pro4bit30.1 GB est.Yes
NVIDIA A100 80GB4bit80 GB30.1 GB est.Yes
NVIDIA H100 SXM4bit80 GB30.1 GB est.Yes
NVIDIA H100 NVL4bit94 GB30.1 GB est.Yes
NVIDIA DGX Spark4bit128 GB30.1 GB est.Yes
NVIDIA H2004bit141 GB30.1 GB est.Yes
NVIDIA H200 NVL4bit141 GB30.1 GB est.Yes
NVIDIA B2004bit180 GB30.1 GB est.Yes
AMD Instinct MI300X4bit192 GB30.1 GB est.Yes
AMD Instinct MI325X4bit256 GB30.1 GB est.Yes
NVIDIA DGX B2004bit1,440 GB30.1 GB est.Yes
Apple M1 Pro4bit30.1 GB est.No
Apple M2 Pro4bit30.1 GB est.No
Apple M44bit30.1 GB est.No
iMac (Apple M4)4bit30.1 GB est.No
Mac mini (Apple M6)4bit30.1 GB est.No
MacBook Air (Apple M5)4bit30.1 GB est.No
MacBook Pro (Apple M5)4bit30.1 GB est.No
Apple M24bit30.1 GB est.No
Apple M34bit30.1 GB est.No
Apple M14bit30.1 GB est.No
NVIDIA GeForce RTX 30904bit24 GB30.1 GB est.No
NVIDIA GeForce RTX 40904bit24 GB30.1 GB est.No
NVIDIA GeForce RTX 50904bit32 GB30.1 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).

Papers1

Change history20

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 Jan 2025 — attributes exactly as the atlas knew them on that day; later corrections are not shown.

Back to today →

AI21-Jamba-Mini-1.5 was not yet in AI Atlas on 1 Jan 2025

First seen 11 Sept 2026. Nothing is inferred backwards: no attribute is shown for dates before the first observation.
20 claims · 20 properties

Release daterelease_date1

Claim history for Release date
ValueValid from → toStatusSourceConfidenceExtractor
19 Aug 2024currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Opennessopenness1

Claim history for Openness
ValueValid from → toStatusSourceConfidenceExtractor
restrictedcurrentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Licenselicense1

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

Architecturearchitecture1

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

Parametersparameter_count1

Claim history for Parameters
ValueValid from → toStatusSourceConfidenceExtractor
51.6BcurrentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Languageslanguages1

Claim history for Languages
ValueValid from → toStatusSourceConfidenceExtractor
en, fr, de, nl, es, pt, it, ar, hecurrentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

File sizefile_size_gb1

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ValueValid from → toStatusSourceConfidenceExtractor
103.1 GBcurrentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Hugging Face repohf_repo1

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ValueValid from → toStatusSourceConfidenceExtractor
ai21labs/AI21-Jamba-Mini-1.5currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Pipeline tagpipeline_tag1

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

Model cardmodel_card_url1

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ValueValid from → toStatusSourceConfidenceExtractor
https://huggingface.co/ai21labs/AI21-Jamba-Mini-1.5currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Downloadsmetric.downloads1

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ValueValid from → toStatusSourceConfidenceExtractor
3,465currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Likesmetric.likes1

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ValueValid from → toStatusSourceConfidenceExtractor
271currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Gatedgated1

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

Last modifiedlast_modified1

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ValueValid from → toStatusSourceConfidenceExtractor
2026-02-02T11:32:20+00:00currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Library namelibrary_name1

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

License urllicense_url1

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ValueValid from → toStatusSourceConfidenceExtractor
https://huggingface.co/ai21labs/AI21-Jamba-Mini-1.5/blob/main/LICENSE.txtcurrentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Downloads all timemetric.downloads_all_time1

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ValueValid from → toStatusSourceConfidenceExtractor
270,794currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Model typemodel_type1

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

Tagstags1

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ValueValid from → toStatusSourceConfidenceExtractor
transformers, safetensors, jamba, text-generation, mamba, moe, en, fr, de, nl, es, pt, it, ar, hecurrentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Weights dtypeweights_dtype1

Claim history for Weights dtype
ValueValid from → toStatusSourceConfidenceExtractor
BF16currentcurrentHugging 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

20

Source tiers

T220

Freshest observation

13 h ago

Conflicts

None

Source documents 2

Source documents
SourceDocumentTypeTierLast observedSnapshots
Hugging Face Hub (public pages, model cards, papers)huggingface.co/ai21labs/AI21-Jamba-Mini-1.5 model_pageT2· Quality secondary13 h ago3
Hugging Face Hub (public pages, model cards, papers)huggingface.co/models?author=ai21labs&p=0&sort=downloads listingT2· Quality secondary13 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 →