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 10 h agomedium
Knowledge cutoff: Source:OpenRouter public model & pricing listingT2observed 15 h agomedium
Model card: huggingface.co/Qwen/Qwen2.5-7B-Instruct
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 15 h agomedium
Openrouter id: Source:OpenRouter public model & pricing listingT2observed 15 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 15 h agomedium
Tokenizer: Source:OpenRouter public model & pricing listingT2observed 15 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 15 h agomedium
Hugging Face repo: Source:OpenRouter public model & pricing listingT2observed 15 h agomedium

Capabilities

Modalities

Modalities: text
Input: text
Output: text

Capabilities

Tool calling
Yes
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: Source:OpenRouter public model & pricing listingT2observed 15 h agomedium
Max output: Source:OpenRouter public model & pricing listingT2observed 15 h agomedium
Knowledge cutoff: Source:OpenRouter public model & pricing listingT2observed 15 h agomedium
Languages: Source:Hugging Face Hub (public pages, model cards, papers)T2observed 14 h agomedium
Tokenizer: Source:OpenRouter public model & pricing listingT2observed 15 h agomedium

Providers & Pricing1

All offers in the price terminal →

Current prices per 1M tokens
Provider	Input / 1M	Output / 1M	Cached in	Batch in / out	Context	Observed	Source
OpenRouterqwen/qwen-2.5-7b-instruct	$0.10	$0.20	—	—	32.8K	11 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.

Price history

Step lines per provider; amber markers are recorded changes. Click a marker or a row for the evidence behind that price.

Output price · USD / 1M tokens 1 provider

OpenRouter

OpenRouterfirst observed $0.2011 Sept 2026

Input price · USD / 1M tokens 1 provider

OpenRouter

OpenRouterfirst observed $0.1011 Sept 2026

Hardware fit37

Estimated

37 of 37 device × quantization combinations fit.

Run locally: your machine →

Estimated hardware fit
Hardware	Quantization	Device memory	Est. memory	Fits
Apple M3 Ultra	4bit	—	4.9 GB est.	Yes
Mac Studio (Apple M5 Ultra)	4bit	—	4.9 GB est.	Yes
Apple M2 Ultra	4bit	—	4.9 GB est.	Yes
Apple M1 Ultra	4bit	—	4.9 GB est.	Yes
Apple M3 Max	4bit	—	4.9 GB est.	Yes
Apple M4 Max	4bit	—	4.9 GB est.	Yes
Mac Studio (Apple M5 Max)	4bit	—	4.9 GB est.	Yes
MacBook Pro (Apple M5 Max)	4bit	—	4.9 GB est.	Yes
Apple M2 Max	4bit	—	4.9 GB est.	Yes
Apple M1 Max	4bit	—	4.9 GB est.	Yes
Apple M4 Pro	4bit	—	4.9 GB est.	Yes
Mac mini (Apple M5 Pro)	4bit	—	4.9 GB est.	Yes
MacBook Pro (Apple M5 Pro)	4bit	—	4.9 GB est.	Yes
Apple M3 Pro	4bit	—	4.9 GB est.	Yes
Apple M1 Pro	4bit	—	4.9 GB est.	Yes
Apple M2 Pro	4bit	—	4.9 GB est.	Yes
Apple M4	4bit	—	4.9 GB est.	Yes
iMac (Apple M4)	4bit	—	4.9 GB est.	Yes
Mac mini (Apple M6)	4bit	—	4.9 GB est.	Yes
MacBook Air (Apple M5)	4bit	—	4.9 GB est.	Yes
MacBook Pro (Apple M5)	4bit	—	4.9 GB est.	Yes
Apple M2	4bit	—	4.9 GB est.	Yes
Apple M3	4bit	—	4.9 GB est.	Yes
Apple M1	4bit	—	4.9 GB est.	Yes
NVIDIA GeForce RTX 3090	4bit	24 GB	4.9 GB est.	Yes
NVIDIA GeForce RTX 4090	4bit	24 GB	4.9 GB est.	Yes
NVIDIA GeForce RTX 5090	4bit	32 GB	4.9 GB est.	Yes
NVIDIA A100 80GB	4bit	80 GB	4.9 GB est.	Yes
NVIDIA H100 SXM	4bit	80 GB	4.9 GB est.	Yes
NVIDIA H100 NVL	4bit	94 GB	4.9 GB est.	Yes
NVIDIA DGX Spark	4bit	128 GB	4.9 GB est.	Yes
NVIDIA H200	4bit	141 GB	4.9 GB est.	Yes
NVIDIA H200 NVL	4bit	141 GB	4.9 GB est.	Yes
NVIDIA B200	4bit	180 GB	4.9 GB est.	Yes
AMD Instinct MI300X	4bit	192 GB	4.9 GB est.	Yes
AMD Instinct MI325X	4bit	256 GB	4.9 GB est.	Yes
NVIDIA DGX B200	4bit	1,440 GB	4.9 GB est.	Yes

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.

Papers2

arXiv:2407.10671Active
35
arXiv:2309.00071Active
35

Timeline4

Full timeline →

11 Sept 2026
Release date changedModelQwen2.5 7B InstructQwen
Qwen2.5 7B Instruct: release date changed from 2024-09-16 to 2024-10-16
Release date16 Sept 2024→16 Oct 2024openrouter
openrouter.ai
11 Sept 2026
Release date changedModelQwen2.5 7B InstructQwen
Qwen2.5 7B Instruct: release date changed from 2024-10-16 to 2024-09-16
Release date16 Oct 2024→16 Sept 2024huggingface
huggingface.co
16 Oct 2024
New modelModelQwen2.5 7B InstructQwen
New model: Qwen2.5 7B Instruct (Qwen)
openrouter
openrouter.ai
11 Sept 2026
Listed by providerModelQwen2.5 7B InstructQwen
OpenRouter lists Qwen2.5 7B Instruct at $0.1 in / $0.2 out per 1M tokens
openrouter
openrouter.ai

Change history37

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 →

Qwen2.5 7B Instruct 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.

37 claims · 35 properties

Release daterelease_date3

Claim history for Release date
Value	Valid from → to	Status	Source	Confidence	Extractor
16 Oct 2024	11 Sept 2026 22:37 UTC → current	current	OpenRouter public model & pricing listingT2	medium	deterministic
16 Sept 2024	11 Sept 2026 21:56 UTC → 11 Sept 2026 22:37 UTC	superseded	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic
16 Oct 2024	11 Sept 2026 21:10 UTC → 11 Sept 2026 21:56 UTC	superseded	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 21:11 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Licenselicense1

Claim history for License
Value	Valid from → to	Status	Source	Confidence	Extractor
apache-2.0	11 Sept 2026 21:56 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Architecturearchitecture1

Claim history for Architecture
Value	Valid from → to	Status	Source	Confidence	Extractor
Qwen2ForCausalLM	11 Sept 2026 21:56 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
7.62B	11 Sept 2026 21:11 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
32.8K 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
29.5K tokens	11 Sept 2026 21:10 UTC → current	current	OpenRouter public model & pricing listingT2	medium	deterministic

Knowledge cutoffknowledge_cutoff1

Claim history for Knowledge cutoff
Value	Valid from → to	Status	Source	Confidence	Extractor
Jun 2024	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

Languageslanguages1

Claim history for Languages
Value	Valid from → to	Status	Source	Confidence	Extractor
en	11 Sept 2026 21:56 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Tokenizertokenizer1

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

Base modelbase_model1

Claim history for Base model
Value	Valid from → to	Status	Source	Confidence	Extractor
Qwen/Qwen2.5-7B	11 Sept 2026 21:56 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

File sizefile_size_gb1

Claim history for File size
Value	Valid from → to	Status	Source	Confidence	Extractor
15.2 GB	11 Sept 2026 21:56 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
Qwen/Qwen2.5-7B-Instruct	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
text-generation	11 Sept 2026 21:11 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/Qwen/Qwen2.5-7B-Instruct	11 Sept 2026 21:11 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
10,059,299	11 Sept 2026 21:11 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
1,588	11 Sept 2026 21:11 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
Qwen2.5 7B is the latest series of Qwen large language models. Qwen2.5 brings the following improvements upon Qwen2: - Significantly more knowledge and has greatly improved capabilities in coding and...	11 Sept 2026 21:10 UTC → current	current	OpenRouter public model & pricing listingT2	medium	deterministic

Gatedgated1

Claim history for Gated
Value	Valid from → to	Status	Source	Confidence	Extractor
No	11 Sept 2026 21:56 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Hf inference providershf_inference_providers1

Claim history for Hf inference providers
Value	Valid from → to	Status	Source	Confidence	Extractor
featherless-ai, together	11 Sept 2026 21:56 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Instruct typeinstruct_type1

Claim history for Instruct type
Value	Valid from → to	Status	Source	Confidence	Extractor
chatml	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
2025-01-12T02:10:10+00:00	11 Sept 2026 21:11 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Library namelibrary_name1

Claim history for Library name
Value	Valid from → to	Status	Source	Confidence	Extractor
transformers	11 Sept 2026 21:56 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

License urllicense_url1

Claim history for License url
Value	Valid from → to	Status	Source	Confidence	Extractor
https://huggingface.co/Qwen/Qwen2.5-7B-Instruct/blob/main/LICENSE	11 Sept 2026 21:56 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Downloads all timemetric.downloads_all_time1

Claim history for Downloads all time
Value	Valid from → to	Status	Source	Confidence	Extractor
179,756,097	11 Sept 2026 21:56 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Model typemodel_type1

Claim history for Model type
Value	Valid from → to	Status	Source	Confidence	Extractor
qwen2	11 Sept 2026 21:56 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
qwen/qwen-2.5-7b-instruct	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
frequency_penalty, max_tokens, min_p, presence_penalty, repetition_penalty, response_format, seed, stop, structured_outputs, temperature, tool_choice, tools, top_k, top_p	11 Sept 2026 21:10 UTC → current	current	OpenRouter public model & pricing listingT2	medium	deterministic

Tagstags1

Claim history for Tags
Value	Valid from → to	Status	Source	Confidence	Extractor
transformers, safetensors, qwen2, text-generation, chat, en	11 Sept 2026 21:56 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Tool callingtool_calling1

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

Weights dtypeweights_dtype1

Claim history for Weights dtype
Value	Valid from → to	Status	Source	Confidence	Extractor
BF16	11 Sept 2026 21:56 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 →

Provenance

Attributed facts

35

Source tiers

T235

Freshest observation

10 h ago

Conflicts

None

Source documents 6

Source documents
Source	Document	Type	Tier	Last observed	Snapshots
Hugging Face Hub (public pages, model cards, papers)	huggingface.co/Qwen/Qwen2.5-7B-Instruct	model_page	T2· Quality secondary	10 h ago	4
Hugging Face Hub (public pages, model cards, papers)	huggingface.co/ByteDance-Seed/BAGEL-7B-MoT	model_page	T2· Quality secondary	10 h ago	3
Hugging Face Hub (public pages, model cards, papers)	huggingface.co/bartowski/Qwen2.5-7B-Instruct-GGUF	model_page	T2· Quality secondary	10 h ago	4
Hugging Face Hub (public pages, model cards, papers)	huggingface.co/models?author=Qwen&p=0&sort=downloads	listing	T2· Quality secondary	10 h ago	4
OpenRouter public model & pricing listing	openrouter.ai/api/v1/models	catalogue	T2· Quality secondary	11 h ago	4
Hugging Face Hub (public pages, model cards, papers)	huggingface.co/Qwen/Qwen2.5-7B-Instruct/raw/main/README.md	model_card	T2· Quality secondary	12 h ago	1

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

Data quality (65/100) measures how well AI Atlas knows this entity — completeness, primary-source ratio, freshness, conflicts — never how good the model is. Methodology →