🧠
Llama32 1b Lora Sft Lab10 Model model by VVen
⭐ 41.7
🧠
Model

Llama32 1b Lora Sft Lab10 Model

by VVen vven/llama32-1b-lora-sft-lab10-model
Free2AITools Nexus Index
41.7
S: Semantic 50

Query-time baseline · scored live at search

A: Authority 0
P: Popularity 27
R: Recency 76
Q: Quality 65
Tech Context
1.24 Params
8.192K Ctx
Vital Performance
1.1K DL / 30D
Source β†’

Task categories from upstream metadata

πŸ’¬Chat & Dialogue

Technical Constraints

Experimental / High Latency
Low FNI signal 41.7 FNI Score
Tiny 1.24B Params
8k Context
1.1K Downloads
8G GPU ~3GB Est. VRAM
Dense LLAMAFORCAUSALLM Architecture
Model Information Summary
Entity Passport
Registry ID vven/llama32-1b-lora-sft-lab10-model
Provider huggingface
πŸ’Ύ

Compute Threshold

~2.2GB VRAM

Interactive
Estimate fit
β–Ό

* Static estimation for 4-Bit Quantization.

πŸ“œ

Cite this model

Academic & Research Attribution

BibTeX 
@misc{vven_llama32_1b_lora_sft_lab10_model,
  author = {VVen},
  title = {Llama32 1b Lora Sft Lab10 Model Model},
  year = {2026},
  howpublished = {\url{https://huggingface.co/VVen/llama32-1b-lora-sft-lab10-model}},
  note = {Accessed via Free2AITools.}
}
APA Style
VVen. (2026). Llama32 1b Lora Sft Lab10 Model [Model]. Free2AITools. https://huggingface.co/VVen/llama32-1b-lora-sft-lab10-model

πŸ”¬Technical Deep Dive

Full Specifications [+]

Quick Commands

πŸ¦™ Ollama Run
ollama run llama32-1b-lora-sft-lab10-model
πŸ€— HF Download
huggingface-cli download vven/llama32-1b-lora-sft-lab10-model
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) 27
Recency (R) 76
Quality (Q) 65

πŸ’¬ Index Insight

FNI V2.0 for Llama32 1b Lora Sft Lab10 Model: Authority (A:0), Popularity (P:27), Recency (R:76), Quality (Q:65). 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
---

πŸš€ What's Next?

πŸ“Š

Models in this category

Browse models in the same category

⚑

Deployment reference

Understand deployment options

Technical Deep Dive

⚠️ Incomplete Data

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

View Original Source β†’

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
1.1KDownloads
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--vven--llama32-1b-lora-sft-lab10-model
slug
vven--llama32-1b-lora-sft-lab10-model
source
huggingface
author
VVen
tags
transformers, safetensors, llama, text-generation, conversational, arxiv:1910.09700, text-generation-inference, endpoints_compatible, region:us

βš™οΈ Technical Specs

architecture
LlamaForCausalLM
params billions
1.24
context length
8,192
pipeline tag
text-generation
vram gb
2.2
vram is estimated
true
vram formula
VRAM β‰ˆ (params * 0.75) + 0.8GB (KV) + 0.5GB (OS)

πŸ“Š Engagement & Metrics

downloads
1,078
stars
0
forks
0

Data indexed from public sources. Updated daily.