Building on HF

3 1 9

River Rider PRO

RiverRider

Space-Bacon

AI & ML interests

Computational semiotics is empirically proven. It takes three to tango 💃🪩🕺

Recent Activity

posted an update about 20 hours ago

A single forward pass of the frozen Qwen-2.5-7B model plus a lightweight classifier reaches 0.866 plus or minus 0.011 AUC on the full TruthfulQA-MC2 benchmark. No adapters. No fine-tuning. No extra parameters on the backbone. This is the strongest hidden-state truthfulness detector reported on the benchmark to date. The same latent features that the SRT-NLA-AV-v1 demo reads out as coherent natural-language verbalizations turn out to be rich enough to support production-grade auditing for honesty versus hallucination. The internal semiotic infrastructure we have been exploring in public is already information-dense enough to solve hard downstream problems with almost trivial overhead. You can watch the underlying latent geometry in action right here: https://huggingface.co/spaces/RiverRider/srt-nla-av-v1-demo Full code, artifacts, and reproduction steps are in the repository: https://github.com/space-bacon/SRT Try the Glass Box https://huggingface.co/spaces/RiverRider/srt-nla-demo

reacted to danielhanchen's post with 🔥 1 day ago

Qwen3.6 MTP is here! Run locally on 20GB RAM. ⚡️ MTP enables Qwen3.6 to generate ~1.4–2.2× faster with no accuracy change. Qwen3.6-27B: https://huggingface.co/unsloth/Qwen3.6-27B-MTP-GGUF Qwen3.6-35B-A3B: https://huggingface.co/unsloth/Qwen3.6-35B-A3B-MTP-GGUF Guide: https://unsloth.ai/docs/models/qwen3.6#mtp-guide

reacted to tegridydev's post with 🔥 1 day ago

✨ Research-Papers (various topics across AI/LLM research areas) https://huggingface.co/datasets/tegridydev/research-papers Currently building out the foundation topics and raw .pdf research paper files Will be processing and cleaning up and converting into high quality training datasets Check it out, give it a like and leave a comment below or join community discussion and suggest what fields and research topics you want to see included!

View all activity

Organizations

liked a Space 1 day ago

MindReader-NLA

🧠

Ask a frozen LM what it is thinking, in plain English.

liked a model 4 days ago

RiverRider/srt-nla-av-v1

Feature Extraction • Updated 5 days ago • 84 • 3

liked a Space 9 days ago

CanIRunThisLLM

🎨

Estimate VRAM needs and speed for LLMs on any GPU

liked 2 Spaces 17 days ago

SRT-Adapter v1.0 Demo

🌊

Reflexivity, embeddings, clusters from frozen Qwen-7B

zooL4nD3r demo

🦓

Translate a passage across 961 discourse communities

liked 2 Spaces 19 days ago

Contrastive Steering

🌓

Steer the model outputs with an activation delta.

De-Generate

🤖

Detect LLM generated text.

liked a model 23 days ago

RiverRider/srt-adapter-v8a

Feature Extraction • Updated 9 days ago • 366 • 2

liked a Space 26 days ago

SRT-Adapter v8a Demo

🌊

Per-token reflexivity heatmap from a frozen Qwen2.5-7B