Universe/Multimodal/BottleCapAI
Venture candidateAutomated record

BottleCapAI

Capital-efficient model reach

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Rising signal41.9
Rising rank#64
Profile completeness50%
Last public activityAug 13, 2026
01

Usage, audience and developer pull

123.9KHF model downloads31K per model
636HF followers1K total likes
153GitHub stars43 forks
4Model portfolio0 datasets · 0 Spaces

Capital-efficient model reach

  • High reach per model
02

What it publishes

Multimodal
Top tasks
image-text-to-text (1)
Model sizes
10-30B (3); Unknown (1)
Base families
Qwen
Libraries
transformers, gguf
03

How it ships

Original repositoriesNot verified
Forked repositories1
Pushed in 90 daysNot verified
Archived share0%
Languages
Python
Topics
Not detected
Latest release
None in sample · Not observed
04

Latest observed moves

  1. HF modelModel published or updated
  2. GitHub pushRepository activity
05

Publicly evidenced tooling

Training
Transformers
Compute
Not disclosed
Hardware
Not disclosed
Tracking
Not disclosed
Bottlenecks
Not disclosed

“Not disclosed” means no evidence was found in the sampled public metadata or top model card—not that the lab does not use the tool.

06

Nearest modality peers

Confirm the team and compute inputs behind reach per model; benchmark quality versus the base family.

  • HF member count is only a public-profile proxy
headquartersfoundedYearfoundersOrLeadershipemployeeCountfundingbusinessModelproducts

Completeness: 7 of 14 tracked field groups. Unknowns are explicit so an analyst can close them.

Every claim should be auditable.

Platform counters are a point-in-time public snapshot. Editorial facts are only promoted after source review.

Know when the thesis changes.

Weekly deltas, funding and team alerts, portfolio watchlists, CSV exports and an analyst-ready API turn a static profile into a sourcing system.

See tracker plans →