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1017 Cluster Lora Fullset Rel34 Ranklte3 1 Epoch model by shabieh2
⭐ 37.5
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Model

1017 Cluster Lora Fullset Rel34 Ranklte3 1 Epoch

by shabieh2 shabieh2/1017_cluster_lora_fullset_rel34_ranklte3_1_epoch
Free2AITools Nexus Index
37.5
S: Semantic 50

Query-time baseline · scored live at search

A: Authority 0
P: Popularity 0
R: Recency 99
Q: Quality 50
Tech Context
Vital Performance —
Source β†’

Task categories from upstream metadata

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Technical Constraints

Experimental / High Latency
Low FNI signal 37.5 FNI Score
Tiny - Params
- Context
0 Downloads
Model Information Summary
Entity Passport
Registry ID shabieh2/1017_cluster_lora_fullset_rel34_ranklte3_1_epoch
Provider huggingface
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Cite this model

Academic & Research Attribution

BibTeX 
@misc{shabieh2_1017_cluster_lora_fullset_rel34_ranklte3_1_epoch,
  author = {shabieh2},
  title = {1017 Cluster Lora Fullset Rel34 Ranklte3 1 Epoch Model},
  year = {2026},
  howpublished = {\url{https://huggingface.co/shabieh2/1017_cluster_lora_fullset_rel34_ranklte3_1_epoch}},
  note = {Accessed via Free2AITools.}
}
APA Style
shabieh2. (2026). 1017 Cluster Lora Fullset Rel34 Ranklte3 1 Epoch [Model]. Free2AITools. https://huggingface.co/shabieh2/1017_cluster_lora_fullset_rel34_ranklte3_1_epoch

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Full Specifications [+]

Quick Commands

πŸ€— HF Download
huggingface-cli download shabieh2/1017_cluster_lora_fullset_rel34_ranklte3_1_epoch
πŸ“¦ Install Lib
pip install -U transformers

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) 0
Recency (R) 99
Quality (Q) 50

πŸ’¬ Index Insight

FNI V2.0 for 1017 Cluster Lora Fullset Rel34 Ranklte3 1 Epoch: Authority (A:0), Popularity (P:0), Recency (R:99), 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.
  • ⚠ License Unknown: Verify licensing terms before commercial use.
πŸ€— Data Source: Hugging Face β†—
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Source summary: Based on Hugging Face metadata. Not a recommendation.

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Technical metadata sourced from upstream repositories.

Open Metadata

πŸ†” Identity & Source

id
hf-model--shabieh2--1017_cluster_lora_fullset_rel34_ranklte3_1_epoch
slug
shabieh2--1017_cluster_lora_fullset_rel34_ranklte3_1_epoch
source
huggingface
author
shabieh2
tags
peft, safetensors, base_model:adapter:unsloth/muse-glimmer-30b, lora, transformers, unsloth, text-generation, conversational, arxiv:1910.09700, base_model:unsloth/muse-glimmer-30b, region:us

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pipeline tag
text-generation

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downloads
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