RiverRider/srt-adapter-v8a-demo

Space

3

stars

33

commits

2

linked in READMEs

Jun 18, 2026

updated

gradio
interpretability
introspection
llm
semiotic-reflexive-transformer
srt
uncertainty
visualization
Browse cluster: Semiotic Reflexive Transformer Adapters

README

SRT-Adapter v8a — Live Demo

Interactive demo for the Semiotic-Reflexive Transformer Adapter (v8a generation) bolted onto a frozen Qwen/Qwen2.5-7B.

Paste a passage. Get back four readouts:

  1. Per-token $\hat{r}$ heatmap — continuous reflexivity / contestedness
  2. Per-token $P(\text{supercritical})$ — binary regime probability
  3. Layer-wise divergence norms — where meaning forks across discourse communities (layers 7 / 14 / 21)
  4. Community vector summary — 64-D latent community embedding (norm + top dims)

This Space targets ZeroGPU (free Nvidia A100 minutes via the community grant). First request after a cold start downloads Qwen2.5-7B (~15 GB) into the Space cache, which can take a few minutes; subsequent requests return in under a second.

For the paper, weights, and reproducible benchmarks, see the model card.

Contributors

RiverRider

33 commits

RiverRider/srt-adapter-v8a-demo

Space

3

stars

33

commits

2

linked in READMEs

Jun 18, 2026

updated

gradio
interpretability
introspection
llm
semiotic-reflexive-transformer
srt
uncertainty
visualization
Browse cluster: Semiotic Reflexive Transformer Adapters

README

SRT-Adapter v8a — Live Demo

Interactive demo for the Semiotic-Reflexive Transformer Adapter (v8a generation) bolted onto a frozen Qwen/Qwen2.5-7B.

Paste a passage. Get back four readouts:

  1. Per-token $\hat{r}$ heatmap — continuous reflexivity / contestedness
  2. Per-token $P(\text{supercritical})$ — binary regime probability
  3. Layer-wise divergence norms — where meaning forks across discourse communities (layers 7 / 14 / 21)
  4. Community vector summary — 64-D latent community embedding (norm + top dims)

This Space targets ZeroGPU (free Nvidia A100 minutes via the community grant). First request after a cold start downloads Qwen2.5-7B (~15 GB) into the Space cache, which can take a few minutes; subsequent requests return in under a second.

For the paper, weights, and reproducible benchmarks, see the model card.

Contributors

RiverRider

33 commits