Specification

Release date: 11 May 2026
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 1 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 3 h agomedium
Architecture: HYV3ForCausalLM
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 3 h agomedium
Parameters: 30.1B
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 3 h agomedium
Active parameters: 3B
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 3 h agomedium
Context window: 8.19K tokens
Source:OpenRouter public model & pricing listingT2observed 4 h agomedium
Max output: 4.1K tokens
Source:OpenRouter public model & pricing listingT2observed 4 h agomedium
Modalities: text
Source:OpenRouter public model & pricing listingT2observed 4 h agomedium
Input modalities: text
Source:OpenRouter public model & pricing listingT2observed 4 h agomedium
Output modalities: text
Source:OpenRouter public model & pricing listingT2observed 4 h agomedium
Languages: zh, en, fr, pt, es, ja, tr, ru, ar, ko, th, it, de, vi, ms, id, tl, hi, pl, cs, nl, km, my, fa, gu, ur, te, mr, he, bn, ta, uk, bo, kk, mn, ug
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 3 h agomedium
File size: 60.1 GB
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 3 h agomedium
Hugging Face repo: tencent/Hy-MT2-30B-A3B
Source:OpenRouter public model & pricing listingT2observed 4 h agomedium
Pipeline tag: translation
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 3 h agomedium
Model card: huggingface.co/tencent/Hy-MT2-30B-A3B
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 3 h agomedium
Downloads: 22,074
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 1 h agomedium
Likes: 497
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 1 h agomedium
Gated: No
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 3 h agomedium
Last modified: 2026-07-21T12:22:53+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 3 h agomedium
Downloads all time: 232,056
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 1 h agomedium
Model type: hy_v3
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 3 h agomedium
Openrouter id: tencent/hy-mt2-30b-a3b
Source:OpenRouter public model & pricing listingT2observed 4 h agomedium
Supported parameters: max_completion_tokens, max_tokens, response_format, stop, structured_outputs, temperature
Source:OpenRouter public model & pricing listingT2observed 4 h agomedium
Tags: transformers, safetensors, hy_v3, text-generation, translation, zh, en, fr, pt, es, ja, tr, ru, ar, ko, th, it, de, vi, ms, id, tl, hi, pl, cs, nl, km, my, fa, gu
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 3 h agomedium
Weights dtype: BF16, F32
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 3 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

30

Source tiers

T230

Freshest observation

1 h ago

Conflicts

None

Modalities

Modalities: text
Input: text
Output: text

Capabilities

Tool calling
No
OpenRouter public model & pricing listing · T2
Structured output
Yes
OpenRouter public model & pricing listing · T2
Reasoning
Unavailable
Vision
Unavailable
Audio
Unavailable
Fine-tuning available
Unavailable

Context window: 8.19K tokens
Source:OpenRouter public model & pricing listingT2observed 4 h agomedium
Max output: 4.1K tokens
Source:OpenRouter public model & pricing listingT2observed 4 h agomedium
Languages: zh, en, fr, pt, es, ja, tr, ru, ar, ko, th, it, de, vi, ms, id, tl, hi, pl, cs, nl, km, my, fa, gu, ur, te, mr, he, bn, ta, uk, bo, kk, mn, ug
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 3 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

Current prices per 1M tokens
Provider	Input / 1M	Output / 1M	Cached in	Batch in / out	Context	Observed	Source
OpenRoutertencent/hy-mt2-30b-a3b	$0.074	$0.295	—	—	8.19K	2 h ago	openrouter.aiT2

USD per 1M tokens as published by each provider (USD). Rows are append-only: every change is kept in the history below.

Available through 1

OpenRouter

Price history

Input price · USD / 1M tokens

Output price · USD / 1M tokens

OpenRouter

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	17.8 GB	Yes
Apple M3 Ultra	4bit	—	17.8 GB	Yes
Mac Studio (Apple M5 Ultra)	4bit	—	17.8 GB	Yes
AMD Instinct MI325X	4bit	256 GB	17.8 GB	Yes
AMD Instinct MI300X	4bit	192 GB	17.8 GB	Yes
Apple M2 Ultra	4bit	—	17.8 GB	Yes
NVIDIA B200	4bit	180 GB	17.8 GB	Yes
NVIDIA H200	4bit	141 GB	17.8 GB	Yes
NVIDIA H200 NVL	4bit	141 GB	17.8 GB	Yes
Apple M1 Ultra	4bit	—	17.8 GB	Yes
Apple M3 Max	4bit	—	17.8 GB	Yes
Apple M4 Max	4bit	—	17.8 GB	Yes
Mac Studio (Apple M5 Max)	4bit	—	17.8 GB	Yes
MacBook Pro (Apple M5 Max)	4bit	—	17.8 GB	Yes
NVIDIA DGX Spark	4bit	128 GB	17.8 GB	Yes
Apple M2 Max	4bit	—	17.8 GB	Yes
NVIDIA H100 NVL	4bit	94 GB	17.8 GB	Yes
NVIDIA A100 80GB	4bit	80 GB	17.8 GB	Yes
NVIDIA H100 SXM	4bit	80 GB	17.8 GB	Yes
Apple M1 Max	4bit	—	17.8 GB	Yes
Apple M4 Pro	4bit	—	17.8 GB	Yes
Mac mini (Apple M5 Pro)	4bit	—	17.8 GB	Yes
MacBook Pro (Apple M5 Pro)	4bit	—	17.8 GB	Yes
Apple M3 Pro	4bit	—	17.8 GB	Yes
Apple M1 Pro	4bit	—	17.8 GB	Yes
Apple M2 Pro	4bit	—	17.8 GB	Yes
Apple M4	4bit	—	17.8 GB	Yes
iMac (Apple M4)	4bit	—	17.8 GB	Yes
Mac mini (Apple M6)	4bit	—	17.8 GB	Yes
MacBook Air (Apple M5)	4bit	—	17.8 GB	Yes
MacBook Pro (Apple M5)	4bit	—	17.8 GB	Yes
NVIDIA GeForce RTX 5090	4bit	32 GB	17.8 GB	Yes
Apple M2	4bit	—	17.8 GB	Yes
Apple M3	4bit	—	17.8 GB	Yes
NVIDIA GeForce RTX 3090	4bit	24 GB	17.8 GB	Yes
NVIDIA GeForce RTX 4090	4bit	24 GB	17.8 GB	Yes
Apple M1	4bit	—	17.8 GB	No

No lineage recorded

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

Papers 1

arXiv:2605.22064Active
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

19 claims · 19 properties

Release daterelease_date1

Claim history for Release date
Value	Valid from → to	Status	Source	Confidence	Extractor
20 Aug 2026	11 Sept 2026 21:10 UTC → current	current	OpenRouter public model & pricing listingT2	medium	deterministic

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

Parametersparameter_count1

Claim history for Parameters
Value	Valid from → to	Status	Source	Confidence	Extractor
30.1B	11 Sept 2026 21:12 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Context windowcontext_length1

Claim history for Context window
Value	Valid from → to	Status	Source	Confidence	Extractor
8.19K tokens	11 Sept 2026 21:10 UTC → current	current	OpenRouter public model & pricing listingT2	medium	deterministic

Max outputmax_output_tokens1

Claim history for Max output
Value	Valid from → to	Status	Source	Confidence	Extractor
4.1K tokens	11 Sept 2026 21:10 UTC → current	current	OpenRouter public model & pricing listingT2	medium	deterministic

Modalitiesmodalities1

Claim history for Modalities
Value	Valid from → to	Status	Source	Confidence	Extractor
text	11 Sept 2026 21:10 UTC → current	current	OpenRouter public model & pricing listingT2	medium	deterministic

Input modalitiesmodalities_input1

Claim history for Input modalities
Value	Valid from → to	Status	Source	Confidence	Extractor
text	11 Sept 2026 21:10 UTC → current	current	OpenRouter public model & pricing listingT2	medium	deterministic

Output modalitiesmodalities_output1

Claim history for Output modalities
Value	Valid from → to	Status	Source	Confidence	Extractor
text	11 Sept 2026 21:10 UTC → current	current	OpenRouter public model & pricing listingT2	medium	deterministic

Hugging Face repohf_repo1

Claim history for Hugging Face repo
Value	Valid from → to	Status	Source	Confidence	Extractor
tencent/Hy-MT2-30B-A3B	11 Sept 2026 21:10 UTC → current	current	OpenRouter public model & pricing listingT2	medium	deterministic

Pipeline tagpipeline_tag1

Claim history for Pipeline tag
Value	Valid from → to	Status	Source	Confidence	Extractor
translation	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/tencent/Hy-MT2-30B-A3B	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
22,074	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
497	11 Sept 2026 21:12 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Descriptiondescription1

Claim history for Description
Value	Valid from → to	Status	Source	Confidence	Extractor
Hy-MT2-30B-A3B is Tencent's flagship translation model in the Hy-MT2 family. It supports 33 language pairs and five Chinese dialect and minority-language pairs, with workflows for structured, delimiter-based, contextual, glossary-based, and...	11 Sept 2026 21:10 UTC → current	current	OpenRouter public model & pricing listingT2	medium	deterministic

Last modifiedlast_modified1

Claim history for Last modified
Value	Valid from → to	Status	Source	Confidence	Extractor
2026-07-21T12:22:53+00:00	11 Sept 2026 21:12 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Openrouter idopenrouter_id1

Claim history for Openrouter id
Value	Valid from → to	Status	Source	Confidence	Extractor
tencent/hy-mt2-30b-a3b	11 Sept 2026 21:10 UTC → current	current	OpenRouter public model & pricing listingT2	medium	deterministic

Structured outputstructured_output1

Claim history for Structured output
Value	Valid from → to	Status	Source	Confidence	Extractor
Yes	11 Sept 2026 21:10 UTC → current	current	OpenRouter public model & pricing listingT2	medium	deterministic

Supported parameterssupported_parameters1

Claim history for Supported parameters
Value	Valid from → to	Status	Source	Confidence	Extractor
max_completion_tokens, max_tokens, response_format, stop, structured_outputs, temperature	11 Sept 2026 21:10 UTC → current	current	OpenRouter public model & pricing listingT2	medium	deterministic

Tool callingtool_calling1

Claim history for Tool calling
Value	Valid from → to	Status	Source	Confidence	Extractor
No	11 Sept 2026 21:10 UTC → current	current	OpenRouter public model & pricing listingT2	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
Release date changedModelHy-MT2-30B-A3BTencent
Hy-MT2-30B-A3B: release date changed from 2026-05-11 to 2026-08-20
Release date11 May 2026→20 Aug 2026openrouter
openrouter.ai
11 Sept 2026
Release date changedModelHy-MT2-30B-A3BTencent
Hy-MT2-30B-A3B: release date changed from 2026-08-20 to 2026-05-11
Release date20 Aug 2026→11 May 2026huggingface
huggingface.co
20 Aug 2026
New modelModelHy-MT2-30B-A3BTencent
New model: Hy-MT2-30B-A3B (Tencent)
openrouter
openrouter.ai
11 Sept 2026
Listed by providerModelHy-MT2-30B-A3BTencent
OpenRouter lists Hy-MT2-30B-A3B at $0.074 in / $0.295 out per 1M tokens
openrouter
openrouter.ai

Full timeline →

Source documents
Source	Document	Type	Tier	Last observed	Snapshots
Hugging Face Hub (public pages, model cards, papers)	huggingface.co/tencent/Hy-MT2-30B-A3B	model_page	T2· Quality secondary	1 h ago	3
Hugging Face Hub (public pages, model cards, papers)	huggingface.co/models?author=tencent&p=0&sort=downloads	listing	T2· Quality secondary	2 h ago	3
OpenRouter public model & pricing listing	openrouter.ai/api/v1/models	catalogue	T2· Quality secondary	2 h ago	2
Hugging Face Hub (public pages, model cards, papers)	huggingface.co/tencent/Hy-MT2-30B-A3B/raw/main/README.md	model_card	T2· Quality secondary	2 h ago	1

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