🧠
Irma V6 Lora model by ejarales
⭐ 36.4
🧠
Model

Irma V6 Lora

by ejarales ejarales/irma-v6-lora
Free2AITools Nexus Index
36.4
S: Semantic 50

Query-time baseline · scored live at search

A: Authority 0
P: Popularity 1
R: Recency 75
Q: Quality 50
Tech Context
Vital Performance
12 DL / 30D
Source β†’

Task categories from upstream metadata

πŸ’¬Chat & Dialogue

Technical Constraints

Experimental / High Latency
Low FNI signal 36.4 FNI Score
Tiny - Params
- Context
12 Downloads
Model Information Summary
Entity Passport
Registry ID ejarales/irma-v6-lora
Provider huggingface
πŸ“œ

Cite this model

Academic & Research Attribution

BibTeX 
@misc{ejarales_irma_v6_lora,
  author = {ejarales},
  title = {Irma V6 Lora Model},
  year = {2026},
  howpublished = {\url{https://huggingface.co/ejarales/irma-v6-lora}},
  note = {Accessed via Free2AITools.}
}
APA Style
ejarales. (2026). Irma V6 Lora [Model]. Free2AITools. https://huggingface.co/ejarales/irma-v6-lora

πŸ”¬Technical Deep Dive

Full Specifications [+]

Quick Commands

πŸ€— HF Download
huggingface-cli download ejarales/irma-v6-lora
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) 1
Recency (R) 75
Quality (Q) 50

πŸ’¬ Index Insight

FNI V2.0 for Irma V6 Lora: Authority (A:0), Popularity (P:1), Recency (R:75), 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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⚠️ Incomplete Data

Some information about this model is not available. Use with Caution - Verify details from the original source before relying on this 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.

Social Proof

HuggingFace Hub
12Downloads
Hub Discussions
πŸ€— Data Source: Hugging Face β†—
πŸ”„ Updated daily

Source summary: Based on Hugging Face metadata. Not a recommendation.

πŸ“Š FNI Methodology πŸ“š Knowledge Baseℹ️ Verify with original source

πŸ›‘οΈ Model Transparency Report

Technical metadata sourced from upstream repositories.

Open Metadata

πŸ†” Identity & Source

id
hf-model--ejarales--irma-v6-lora
slug
ejarales--irma-v6-lora
source
huggingface
author
ejarales
tags
peft, safetensors, lora, sft, transformers, trl, text-generation, conversational, base_model:meta-llama/llama-3.2-3b-instruct, region:us

βš™οΈ Technical Specs

pipeline tag
text-generation

πŸ“Š Engagement & Metrics

downloads
12
stars
0
forks
0

Data indexed from public sources. Updated daily.