Specification

Release date: 13 Nov 2023
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
Openness: open-weights
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 3 h agomedium
License: apache-2.0
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
Architecture: BertForSequenceClassification
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
Parameters: 80M
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
Languages: en
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
Hugging Face repo: togethercomputer/m2-bert-80M-2k-retrieval
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 3 h agomedium
Pipeline tag: sentence-similarity
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 3 h agomedium
Model card: huggingface.co/togethercomputer/m2-bert-80M-2k-retrieval
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 3 h agomedium
Downloads: 517
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 51 min agomedium
Likes: 15
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 51 min agomedium
Gated: No
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
Last modified: 2024-01-12T21:47:38+00:00
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 3 h agomedium
Library name: transformers
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
Downloads all time: 48,042
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
Model type: m2_bert
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
Tags: transformers, pytorch, m2_bert, text-classification, sentence-similarity, custom_code, en
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium

Each value shows its source, tier and observation time. Conflicting claims are kept side by side and flagged — never averaged. How AI Atlas records facts →

Provenance

Attributed facts

17

Source tiers

T217

Freshest observation

51 min ago

Conflicts

None

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: en
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium

No benchmark results recorded

Results appear when a tier 1–3 source publishes them; we never copy scores without a source.

Current prices

No current prices recorded

Prices appear when a provider publishes a public pricing page we crawl.

Price history

Estimated

Memory need = bytes per parameter (4-bit ≈ 0.5 × 1.15 overhead, 8-bit 1.0, fp16 2.0) + a KV-cache allowance. Not a measurement.

Estimated hardware fit
Hardware	Quantization	Memory	Est. need	Fits
NVIDIA DGX B200	4bit	1,440 GB	0.6 GB	Yes
Apple M3 Ultra	4bit	—	0.6 GB	Yes
Mac Studio (Apple M5 Ultra)	4bit	—	0.6 GB	Yes
AMD Instinct MI325X	4bit	256 GB	0.6 GB	Yes
AMD Instinct MI300X	4bit	192 GB	0.6 GB	Yes
Apple M2 Ultra	4bit	—	0.6 GB	Yes
NVIDIA B200	4bit	180 GB	0.6 GB	Yes
NVIDIA H200	4bit	141 GB	0.6 GB	Yes
NVIDIA H200 NVL	4bit	141 GB	0.6 GB	Yes
Apple M1 Ultra	4bit	—	0.6 GB	Yes
Apple M3 Max	4bit	—	0.6 GB	Yes
Apple M4 Max	4bit	—	0.6 GB	Yes
Mac Studio (Apple M5 Max)	4bit	—	0.6 GB	Yes
MacBook Pro (Apple M5 Max)	4bit	—	0.6 GB	Yes
NVIDIA DGX Spark	4bit	128 GB	0.6 GB	Yes
Apple M2 Max	4bit	—	0.6 GB	Yes
NVIDIA H100 NVL	4bit	94 GB	0.6 GB	Yes
NVIDIA A100 80GB	4bit	80 GB	0.6 GB	Yes
NVIDIA H100 SXM	4bit	80 GB	0.6 GB	Yes
Apple M1 Max	4bit	—	0.6 GB	Yes
Apple M4 Pro	4bit	—	0.6 GB	Yes
Mac mini (Apple M5 Pro)	4bit	—	0.6 GB	Yes
MacBook Pro (Apple M5 Pro)	4bit	—	0.6 GB	Yes
Apple M3 Pro	4bit	—	0.6 GB	Yes
Apple M1 Pro	4bit	—	0.6 GB	Yes
Apple M2 Pro	4bit	—	0.6 GB	Yes
Apple M4	4bit	—	0.6 GB	Yes
iMac (Apple M4)	4bit	—	0.6 GB	Yes
Mac mini (Apple M6)	4bit	—	0.6 GB	Yes
MacBook Air (Apple M5)	4bit	—	0.6 GB	Yes
MacBook Pro (Apple M5)	4bit	—	0.6 GB	Yes
NVIDIA GeForce RTX 5090	4bit	32 GB	0.6 GB	Yes
Apple M2	4bit	—	0.6 GB	Yes
Apple M3	4bit	—	0.6 GB	Yes
NVIDIA GeForce RTX 3090	4bit	24 GB	0.6 GB	Yes
NVIDIA GeForce RTX 4090	4bit	24 GB	0.6 GB	Yes
Apple M1	4bit	—	0.6 GB	Yes

No lineage recorded

Lineage comes from explicit `derived_from`, `fine_tuned_from`, `distilled_from` and `quantized_from` relations stated by sources.

Papers 1

arXiv:2310.12109Active
35

Repositories 0

No repositories linked yet.

As of

Rewind the record: see this entity's attributes exactly as AI Atlas knew them on a given day.

Claim history

7 claims · 7 properties

Opennessopenness1

Claim history for Openness
Value	Valid from → to	Status	Source	Confidence	Extractor
open-weights	11 Sept 2026 21:12 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Hugging Face repohf_repo1

Claim history for Hugging Face repo
Value	Valid from → to	Status	Source	Confidence	Extractor
togethercomputer/m2-bert-80M-2k-retrieval	11 Sept 2026 21:12 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Pipeline tagpipeline_tag1

Claim history for Pipeline tag
Value	Valid from → to	Status	Source	Confidence	Extractor
sentence-similarity	11 Sept 2026 21:12 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Model cardmodel_card_url1

Claim history for Model card
Value	Valid from → to	Status	Source	Confidence	Extractor
https://huggingface.co/togethercomputer/m2-bert-80M-2k-retrieval	11 Sept 2026 21:12 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Downloadsmetric.downloads1

Claim history for Downloads
Value	Valid from → to	Status	Source	Confidence	Extractor
517	11 Sept 2026 21:12 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Likesmetric.likes1

Claim history for Likes
Value	Valid from → to	Status	Source	Confidence	Extractor
15	11 Sept 2026 21:12 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Last modifiedlast_modified1

Claim history for Last modified
Value	Valid from → to	Status	Source	Confidence	Extractor
2024-01-12T21:47:38+00:00	11 Sept 2026 21:12 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

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 →

11 Sept 2026
New modelModelm2-bert-80M-2k-retrievalTogether AI
New model: m2-bert-80M-2k-retrieval (Together AI)
huggingface
huggingface.co

Full timeline →

Source documents
Source	Document	Type	Tier	Last observed	Snapshots
Hugging Face Hub (public pages, model cards, papers)	huggingface.co/models?author=togethercomputer&p=0&sort=downloads	listing	T2· Quality secondary	51 min ago	3
Hugging Face Hub (public pages, model cards, papers)	huggingface.co/togethercomputer/m2-bert-80M-2k-retrieval/raw/main/README.md	model_card	T2· Quality secondary	1 h ago	1
Hugging Face Hub (public pages, model cards, papers)	huggingface.co/togethercomputer/m2-bert-80M-2k-retrieval	model_page	T2· Quality secondary	2 h ago	2

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