KasuleTrevor

cdli-qwen3-asr-lg-atypical-stage3-1p7b-typical-base-const5e5-fresh

README

License: apache-2.0

Available on FriendliAI

Dedicated Endpoints

Run this model inference on single tenant GPU with unmatched speed and reliability at scale.

Model Details

Model Provider

KasuleTrevor

Model Tree

Base

KasuleTrevor/cdli-qwen3-asr-lg-typical-1p7b-base-finetune

Fine-tuned

this model

Input Modalities

Audio

Output Modalities

Text

Supported Functionality

Dedicated Endpoints

Table with columns: checkpoint, wer_normalized, cer_normalized, avg_wer_normalized, avg_cer_normalized, eval_loss
checkpoint	wer_normalized	cer_normalized	avg_wer_normalized	avg_cer_normalized	eval_loss
checkpoint-3500	0.5658713254445168	0.28529362421476356	0.5658713254445168	0.28529362421476356	0.7408768534660339
checkpoint-3685	0.593422535641947	0.2993799972366213	0.593422535641947	0.2993799972366213	0.7408768534660339

Table with columns: severity_speech_impairment, n_samples, n_speakers, mean_wer, mean_cer, median_wer, median_cer
severity_speech_impairment	n_samples	n_speakers	mean_wer	mean_cer	median_wer	median_cer
Severe (frequent breakdowns)	315	3	0.5503	0.2755	0.5714	0.2561
Moderate (requires effort to understand)	347	3	0.4314	0.1653	0.4	0.1256
Mild (easily understood with minimal effort)	365	3	0.3482	0.1246	0.3333	0.0732