🧠
Hypa Whisper Small 20260331 232059 Translate Hypaai Confirm Check Loras model by hypaai
⭐ 37
🧠
Model

Hypa Whisper Small 20260331 232059 Translate Hypaai Confirm Check Loras

by hypaai hf-model--hypaai--hypa-whisper-small-20260331_232059-translate-hypaai-confirm-check-loras
Nexus Index
37.0 Top 100%
S: Semantic 50
A: Authority 0
P: Popularity 3
R: Recency 95
Q: Quality 65
Tech Context
Vital Performance
32 DL / 30D
0.0%
Source →
Audited 37 FNI Score
Tiny - Params
- Context
32 Downloads
Commercial APACHE License
Model Information Summary
Entity Passport
Registry ID hf-model--hypaai--hypa-whisper-small-20260331_232059-translate-hypaai-confirm-check-loras
License Apache-2.0
Provider huggingface
📜

Cite this model

Academic & Research Attribution

BibTeX 
@misc{hf_model__hypaai__hypa_whisper_small_20260331_232059_translate_hypaai_confirm_check_loras,
  author = {hypaai},
  title = {Hypa Whisper Small 20260331 232059 Translate Hypaai Confirm Check Loras Model},
  year = {2026},
  howpublished = {\url{https://huggingface.co/hypaai/hypa-whisper-small-20260331_232059-translate-hypaai-confirm-check-loras}},
  note = {Accessed via Free2AITools Knowledge Fortress}
}
APA Style
hypaai. (2026). Hypa Whisper Small 20260331 232059 Translate Hypaai Confirm Check Loras [Model]. Free2AITools. https://huggingface.co/hypaai/hypa-whisper-small-20260331_232059-translate-hypaai-confirm-check-loras

đŸ”ŦTechnical Deep Dive

Full Specifications [+]

Quick Commands

🤗 HF Download
huggingface-cli download hypaai/hypa-whisper-small-20260331_232059-translate-hypaai-confirm-check-loras
đŸ“Ļ Install Lib
pip install -U transformers

⚖ī¸ Nexus Index V2.0

Methodology Index Protocol
37.0
TOP 100% SYSTEM IMPACT
Semantic (S) 50
Authority (A) 0
Popularity (P) 3
Recency (R) 95
Quality (Q) 65

đŸ’Ŧ Index Insight

FNI V2.0 for Hypa Whisper Small 20260331 232059 Translate Hypaai Confirm Check Loras: Semantic (S:50), Authority (A:0), Popularity (P:3), Recency (R:95), Quality (Q:65).

Free2AITools Nexus Index

Verification Authority

HuggingFace API GitHub Metadata Arxiv Citation DB System Audit
Unbiased Data Node Refresh: VFS Live
---

🚀 What's Next?

📊

Find Training Datasets

Discover datasets compatible with this model

📈

Compare Benchmarks

See how this model ranks on standard tests

⚡

Deployment Guide

Understand deployment options

Technical Deep Dive

Hypa-Whisper-small-20260331_232059-translate-hypaai-confirm-check-LoRAs

This model is a fine-tuned version of unsloth/whisper-small on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 3.4852
  • Wer: 92.5216

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 0.0001
  • train_batch_size: 4
  • eval_batch_size: 1
  • seed: 3407
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 8
  • optimizer: Use OptimizerNames.ADAMW_8BIT with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 5
  • training_steps: 500
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss Wer
7.8294 1.0 500 3.4852 92.5216

Framework versions

  • PEFT 0.18.1
  • Transformers 5.3.0
  • Pytorch 2.10.0+cu128
  • Datasets 4.3.0
  • Tokenizers 0.22.2

⚠ī¸ 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 →

📝 Limitations & Considerations

  • â€ĸ Benchmark scores may vary based on evaluation methodology and hardware configuration.
  • â€ĸ VRAM requirements are estimates; actual usage depends on quantization and batch size.
  • â€ĸ 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
32Downloads
Hub Discussions
🤗 Data Source: Hugging Face ↗
🔄 Daily sync (03:00 UTC)

AI Summary: Based on Hugging Face metadata. Not a recommendation.

📊 FNI Methodology 📚 Knowledge Baseℹī¸ Verify with original source

🛡ī¸ Model Transparency Report

Technical metadata sourced from upstream repositories.

Open Metadata

🆔 Identity & Source

id
hf-model--hypaai--hypa-whisper-small-20260331_232059-translate-hypaai-confirm-check-loras
slug
hypaai--hypa-whisper-small-20260331_232059-translate-hypaai-confirm-check-loras
source
huggingface
author
hypaai
license
Apache-2.0
tags
peft, tensorboard, safetensors, whisper, automatic-speech-recognition, base_model:adapter:unsloth/whisper-small, lora, transformers, unsloth, base_model:unsloth/whisper-small, license:apache-2.0, region:us

⚙ī¸ Technical Specs

architecture
null
params billions
null
context length
null
pipeline tag
automatic-speech-recognition

📊 Engagement & Metrics

downloads
32
stars
0
forks
null

Data indexed from public sources. Updated daily.