Skip to content
ModelCap

tolk 7B

Community derivative · unrankedNewOpen weights

RaspizdAI

tolk 7B is a language model from RaspizdAI. It is listed for discovery and is not ranked as a separate model. Its weights are openly downloadable.

Figures as of 23 Sept 2026, 20:40 UTC · download the public dataset · methodology

ModelCap Index
No Index position
This release is visible for discovery, not ranked as a peer model
Market Gravity
9.9Increased by 1.9
Secondary market signal

OpenRouter endpoint status could not be refreshed. This model is not treated as currently served until a successful observation arrives.

Input
Self-hosted
weights only · no listed API price
Output
Self-hosted
weights only · no listed API price
Context
—
tokens
Providers
0
endpoints

Providers

Uptime measured over the last 30 minutes

Current provider status is unavailable.

Deployment readiness

Metadata index
52.4
partial · 56% metadata coverage
Not capability
Artifact reproducibility
100.0
Access & legal clarity
100.0
Deployability
8.0
Evaluation provenance
0.0

Not yet published: a current serving provider, measured provider uptime, published provider pricing, declared context and output limits, admitted benchmark results, results across several capability areas, results from more than one source, a confident match to its benchmark entries, pinned evaluation dataset versions.

A metadata completeness and deployability index—not a safety certification, quality grade, or production-readiness claim.

Market activity

Venue coverage
Market Gravity
9.9
OpenRouter weekly popularity
Not listed

Market Gravity uses OpenRouter’s full-catalogue popularity order. Sparse Vercel top-ten observations appear only when published and do not affect the score.

Market Gravity breakdown

Usage55%
0.0

OpenRouter weekly popularity across the full model catalogue.

Liquidity25%
0.0

Independent providers versus the model's open or closed cohort, weighted by uptime.

Open reach15%
33.5

Hugging Face 30-day downloads for open models; neutral for closed models.

Freshness5%
98.4

Time since first public availability, on a six-month half-life.

Specification

Model ID
RaspizdAI/tolk-7B
Inputs
Text
Outputs
Text
Cached input tokens
Not offered
First seen on OpenRouter
19 Sept 2026

Capabilities

  • Not supported: Reasoning
  • Not supported: Tool use
  • Not supported: Structured output
  • Not supported: Response format
  • Not supported: Moderated

Weights & access

Open weights. Downloadable weights are published under an OSI or free-culture license in the current repository metadata. This describes weight availability, not whether the full training stack qualifies as Open Source AI.

Access
Open weights
Licence
mit
Pinned revision
fa5bdd2bf670
Parameters
7.6B
Architecture
Qwen2ForCausalLM
Model type
qwen2
Hugging Face downloads (30d)
330
Downloads (all time)
330
Likes
0
Repository
RaspizdAI/tolk-7B
Repository updated
22 Sept 2026, 10:19 UTC
Base lineage
deepseek-ai/DeepSeek-R1-Distill-Qwen-7B