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Semsimula Ladder Live Owt D384 L2 None Norc Sr2 model by dimitarpg13
⭐ 37.5
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Model

Semsimula Ladder Live Owt D384 L2 None Norc Sr2

by dimitarpg13 dimitarpg13/semsimula-ladder-live-owt-d384-l2-none-norc-sr2
Free2AITools Nexus Index
37.5
S: Semantic 50

Query-time baseline · scored live at search

A: Authority 0
P: Popularity 16
R: Recency 100
Q: Quality 50
Tech Context
Vital Performance
284 DL / 30D
Source β†’

Task categories from upstream metadata

πŸ’¬Chat & Dialogue

Technical Constraints

Experimental / High Latency
Low FNI signal 37.5 FNI Score
Tiny - Params
- Context
284 Downloads
Restricted CC License
Model Information Summary
Entity Passport
Registry ID dimitarpg13/semsimula-ladder-live-owt-d384-l2-none-norc-sr2
License CC-BY-4.0
Provider huggingface
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Cite this model

Academic & Research Attribution

BibTeX 
@misc{dimitarpg13_semsimula_ladder_live_owt_d384_l2_none_norc_sr2,
  author = {dimitarpg13},
  title = {Semsimula Ladder Live Owt D384 L2 None Norc Sr2 Model},
  year = {2026},
  howpublished = {\url{https://huggingface.co/dimitarpg13/semsimula-ladder-live-owt-d384-l2-none-norc-sr2}},
  note = {Accessed via Free2AITools.}
}
APA Style
dimitarpg13. (2026). Semsimula Ladder Live Owt D384 L2 None Norc Sr2 [Model]. Free2AITools. https://huggingface.co/dimitarpg13/semsimula-ladder-live-owt-d384-l2-none-norc-sr2

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Full Specifications [+]

Quick Commands

πŸ€— HF Download
huggingface-cli download dimitarpg13/semsimula-ladder-live-owt-d384-l2-none-norc-sr2

βš–οΈ Free2AITools Nexus Index V2.0

Methodology How FNI works
Semantic (S) 50

Query-time baseline · scored live at search

Authority (A) 0
Popularity (P) 16
Recency (R) 100
Quality (Q) 50

πŸ’¬ Index Insight

FNI V2.0 for Semsimula Ladder Live Owt D384 L2 None Norc Sr2: Authority (A:0), Popularity (P:16), Recency (R:100), Quality (Q:50). Semantic (S) is a query-time baseline scored live at search.

Free2AITools Nexus Index

Data Sources / Provenance

HuggingFace API GitHub Metadata Arxiv Citation DB Methodology
Open data Updated: Live data
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πŸ“ Limitations & Considerations

  • β€’ Benchmark scores may vary based on evaluation methodology and hardware configuration.
  • β€’ VRAM requirements are estimates; actual usage depends on quantization and batch size.
  • β€’ FNI scores are relative rankings and may change as new models are added.

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284Downloads
Hub Discussions
πŸ€— Data Source: Hugging Face β†—
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Source summary: Based on Hugging Face metadata. Not a recommendation.

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πŸ›‘οΈ Model Transparency Report

Technical metadata sourced from upstream repositories.

Open Metadata

πŸ†” Identity & Source

id
hf-model--dimitarpg13--semsimula-ladder-live-owt-d384-l2-none-norc-sr2
slug
dimitarpg13--semsimula-ladder-live-owt-d384-l2-none-norc-sr2
source
huggingface
author
dimitarpg13
license
CC-BY-4.0
tags
pytorch, research, semsimula, conservative-language-model, scalar-potential, lagrangian-mechanics, energy-based-model, physics-informed, openwebtext, mechanism-ablation, ladder-study, pre-registered, live-gradients, generation-3, refinement-ready, exact-integrator, matched-token-budget, fock-space, parflm, anisotropic-gaussian-potential, cfc, baoab, fully-conservative, riemannian-geometry, riemannian-geodesics, jacobi-metric, non-transformer, attention-free, constant-memory-inference, text-gener

βš™οΈ Technical Specs

pipeline tag
text-generation

πŸ“Š Engagement & Metrics

downloads
284

Data indexed from public sources. Updated daily.