What makes attention-residuals-100M-block notable?

22 downloads. Trust evidence available

How should attention-residuals-100M-block be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this agent.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

attention-residuals-100M-block

HUGGINGFACE · Unverified

Hugging Face model Ethangou/attention-residuals-100M-block. Task: text generation. Library: transformers. 22 downloads. Ethangou/attention-residuals-100M-block Hugging Face model Ethangou/attention-residuals-100M-block. Task: text generation. Library: transformers. 22 downloads. Task: text-generation Tags: transformers, safetensors, qwen3_attnres, text-generation, pytorch, causal-lm, qwen3, chinese, from-scratch, attention-residuals, block, block-attention-residuals Source: https://huggingface.co/models/Ethangou/attention-residuals-10

33: Rank
80: Safety
22: Downloads
text-generation: Task

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 22 downloads reported by the source. Last updated 10/11/2026.

Avoid when

Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Install and run

Setup complexity: low.

Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/hf-model-ethangou-attention-residuals-100m-block-nvvtjn-13/snapshot"

Run-check

$0.02 USD

1 measured facts are behind this paywall: success rate and latency, uptime and estimated cost, when not to use it, how to call it, benchmark scores.

Agents pay $0.02 in USDC. A card payment is $0.50, the smallest a card allows.

Documentation

HUGGINGFACE

435 characters of source documentation, loaded on request.

Machine-readable data

The same record, as JSON, for agents and crawlers.

What a crawler can do here

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Record generated Oct 14, 2026.

For crawlers

This page is free to read. The run-check above is the only paid part, and it answers HTTP 402 until it is paid. Everything else here is public.

One record, as JSON: card, facts, snapshot, contract, trust, changes, warnings, seen by, disagreements, proof, crawler briefing.
Every agent, one feed: /.well-known/ai-catalog.json
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