Specification

Release date: 1 Aug 2026
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: other
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
Parameters: 2.7B
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 56 min agomedium
Languages: ar, zh, en, fr, de, hi, id, it, ja, ko, pl, pt, ru, es, th, vi
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
Base model: LiquidAI/LFM2.5-2.6B
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
Quantization: Q4_0
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
Quantization format: gguf
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
Hugging Face repo: LiquidAI/LFM2.5-2.6B-GGUF
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 3 h agomedium
Pipeline tag: text-generation
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 3 h agomedium
Model card: huggingface.co/LiquidAI/LFM2.5-2.6B-GGUF
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 3 h agomedium
Downloads: 1,114,698
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 56 min agomedium
Likes: 337
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 56 min agomedium
Gated: No
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
Is quantized: Yes
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
Last modified: 2026-08-24T19:41:27+00:00
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 3 h agomedium
Library name: gguf
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
License name: lfm1.0
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 1 h agomedium
License url: LICENSE
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
Downloads all time: 1,347,471
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
Tags: gguf, liquid, lfm2.5, llama.cpp, text-generation, ar, zh, en, fr, de, hi, id, it, ja, ko, pl, pt, ru, es, th, vi
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

21

Source tiers

T221

Freshest observation

56 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: ar, zh, en, fr, de, hi, id, it, ja, ko, pl, pt, ru, es, th, vi
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	2.0 GB	Yes
Apple M3 Ultra	4bit	—	2.0 GB	Yes
Mac Studio (Apple M5 Ultra)	4bit	—	2.0 GB	Yes
AMD Instinct MI325X	4bit	256 GB	2.0 GB	Yes
AMD Instinct MI300X	4bit	192 GB	2.0 GB	Yes
Apple M2 Ultra	4bit	—	2.0 GB	Yes
NVIDIA B200	4bit	180 GB	2.0 GB	Yes
NVIDIA H200	4bit	141 GB	2.0 GB	Yes
NVIDIA H200 NVL	4bit	141 GB	2.0 GB	Yes
Apple M1 Ultra	4bit	—	2.0 GB	Yes
Apple M3 Max	4bit	—	2.0 GB	Yes
Apple M4 Max	4bit	—	2.0 GB	Yes
Mac Studio (Apple M5 Max)	4bit	—	2.0 GB	Yes
MacBook Pro (Apple M5 Max)	4bit	—	2.0 GB	Yes
NVIDIA DGX Spark	4bit	128 GB	2.0 GB	Yes
Apple M2 Max	4bit	—	2.0 GB	Yes
NVIDIA H100 NVL	4bit	94 GB	2.0 GB	Yes
NVIDIA A100 80GB	4bit	80 GB	2.0 GB	Yes
NVIDIA H100 SXM	4bit	80 GB	2.0 GB	Yes
Apple M1 Max	4bit	—	2.0 GB	Yes
Apple M4 Pro	4bit	—	2.0 GB	Yes
Mac mini (Apple M5 Pro)	4bit	—	2.0 GB	Yes
MacBook Pro (Apple M5 Pro)	4bit	—	2.0 GB	Yes
Apple M3 Pro	4bit	—	2.0 GB	Yes
Apple M1 Pro	4bit	—	2.0 GB	Yes
Apple M2 Pro	4bit	—	2.0 GB	Yes
Apple M4	4bit	—	2.0 GB	Yes
iMac (Apple M4)	4bit	—	2.0 GB	Yes
Mac mini (Apple M6)	4bit	—	2.0 GB	Yes
MacBook Air (Apple M5)	4bit	—	2.0 GB	Yes
MacBook Pro (Apple M5)	4bit	—	2.0 GB	Yes
NVIDIA GeForce RTX 5090	4bit	32 GB	2.0 GB	Yes
Apple M2	4bit	—	2.0 GB	Yes
Apple M3	4bit	—	2.0 GB	Yes
NVIDIA GeForce RTX 3090	4bit	24 GB	2.0 GB	Yes
NVIDIA GeForce RTX 4090	4bit	24 GB	2.0 GB	Yes
Apple M1	4bit	—	2.0 GB	Yes

Ancestors 2

LFM2.5-2.6B (free)2.7B
LFM2.5-2.6B-BaseLiquid AI

This model

LiquidAI/LFM2.5-2.6B-GGUF

2.7B params

Quantizations 0

None recorded.

Descendants 0

None recorded.

Papers 0

No papers linked yet.

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

21 claims · 20 properties

Release daterelease_date1

Claim history for Release date
Value	Valid from → to	Status	Source	Confidence	Extractor
1 Aug 2026	11 Sept 2026 21:40 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	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
other	11 Sept 2026 21:40 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Parametersparameter_count2

Claim history for Parameters
Value	Valid from → to	Status	Source	Confidence	Extractor
2.6B	11 Sept 2026 21:40 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic
2.7B	11 Sept 2026 21:11 UTC → 11 Sept 2026 21:40 UTC	superseded	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Languageslanguages1

Claim history for Languages
Value	Valid from → to	Status	Source	Confidence	Extractor
ar, zh, en, fr, de, hi, id, it, ja, ko, pl, pt, ru, es, th, vi	11 Sept 2026 21:40 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Base modelbase_model1

Claim history for Base model
Value	Valid from → to	Status	Source	Confidence	Extractor
LiquidAI/LFM2.5-2.6B	11 Sept 2026 21:40 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Quantizationquantization1

Claim history for Quantization
Value	Valid from → to	Status	Source	Confidence	Extractor
Q4_0	11 Sept 2026 21:40 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Quantization formatquant_format1

Claim history for Quantization format
Value	Valid from → to	Status	Source	Confidence	Extractor
gguf	11 Sept 2026 21:40 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
LiquidAI/LFM2.5-2.6B-GGUF	11 Sept 2026 21:11 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
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/LiquidAI/LFM2.5-2.6B-GGUF	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
1,114,698	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
337	11 Sept 2026 21:11 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Gatedgated1

Claim history for Gated
Value	Valid from → to	Status	Source	Confidence	Extractor
No	11 Sept 2026 21:40 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Is quantizedis_quantized1

Claim history for Is quantized
Value	Valid from → to	Status	Source	Confidence	Extractor
Yes	11 Sept 2026 21:40 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
2026-08-24T19:41:27+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
gguf	11 Sept 2026 21:40 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
LICENSE	11 Sept 2026 21:40 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
1,347,471	11 Sept 2026 21:40 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Tagstags1

Claim history for Tags
Value	Valid from → to	Status	Source	Confidence	Extractor
gguf, liquid, lfm2.5, llama.cpp, text-generation, ar, zh, en, fr, de, hi, id, it, ja, ko, pl, pt, ru, es, th, vi	11 Sept 2026 21:40 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
Parameters changedModelLiquidAI/LFM2.5-2.6B-GGUFLiquid AI
LiquidAI/LFM2.5-2.6B-GGUF: parameter count changed from 2600000000 to 2697198592
Parameters2.6B→2.7Bhuggingface
huggingface.co
11 Sept 2026
Parameters changedModelLiquidAI/LFM2.5-2.6B-GGUFLiquid AI
LiquidAI/LFM2.5-2.6B-GGUF: parameter count changed from 2697198592 to 2600000000
Parameters2.7B→2.6Bhuggingface
huggingface.co
11 Sept 2026
New modelModelLiquidAI/LFM2.5-2.6B-GGUFLiquid AI
New model: LiquidAI/LFM2.5-2.6B-GGUF (Liquid 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=LiquidAI&p=0&sort=downloads	listing	T2· Quality secondary	56 min ago	2
Hugging Face Hub (public pages, model cards, papers)	huggingface.co/LiquidAI/LFM2.5-2.6B-GGUF/raw/main/README.md	model_card	T2· Quality secondary	1 h ago	1
Hugging Face Hub (public pages, model cards, papers)	huggingface.co/LiquidAI/LFM2.5-2.6B-GGUF	model_page	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.