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deberta-cwe-training

Commit History

feat: Add K-Fold Cross-Validation to train.py
0af6aee

LorenzoNava commited on

feat: Auto-push trained model to HuggingFace Hub
4d107ec

LorenzoNava commited on

feat: Use cleaned dataset (local or HuggingFace)
152f94b

LorenzoNava commited on

feat: Use local cleaned dataset (only standard CWE-XXXX IDs)
006ab48

LorenzoNava commited on

docs: Update training guide with optimized settings for 4x L4 GPUs
5b479fe

LorenzoNava commited on

fix: Disable gradient checkpointing for 4x L4 GPUs - fixes backward pass error
1dd8e1d

LorenzoNava commited on

feat: Add standalone training script without Gradio UI
8d7694e

LorenzoNava commited on

fix: Update deprecated parameter evaluation_strategy → eval_strategy
b6c151b

LorenzoNava commited on

fix: Correct hardware configuration to 4x-l4 (4x NVIDIA L4 GPUs)
aacbb01

LorenzoNava commited on

fix: Gradio launch configuration for HuggingFace Spaces container
25eeaf2

LorenzoNava commited on

Delete: useless file removal
342abda

LorenzoNava commited on

fix: Critical runtime error prevention (3 fixes)
c74c710

LorenzoNava commited on

chore: Trigger rebuild with production fixes
795c1ba

LorenzoNava commited on

feat: Production hardening - bf16 support, memory optimizations, error handling
cd95423

LorenzoNava commited on

chore: Trigger rebuild with column name fixes
11dc89e

LorenzoNava commited on

fix: Update dataset column names to uppercase (DESCRIPTION, CWE-ID)
ee96988

LorenzoNava commited on

chore: Trigger Space rebuild with multi-GPU fix
59cf0b3

LorenzoNava commited on

fix: Add multi-GPU support and fix OOM errors
1e9aec1

LorenzoNava commited on

refactor: Simplify UI to minimal training interface
8c4f174

LorenzoNava commited on

fix: Use flexible Gradio 5.x version range for HF Spaces compatibility
07af24d

LorenzoNava commited on

fix: Revert to Python 3.10 for better HF Spaces compatibility
f69210f

LorenzoNava commited on

fix: Update Gradio version to 5.49.1 and Python to 3.11
4869139

LorenzoNava commited on

fix: HuggingFace Spaces compatibility fixes
14f9278

LorenzoNava commited on

feat: Complete production app with all agent features integrated
49c7afb

LorenzoNava commited on

feat: Update to Gradio 5.49.1 and add psutil for resource monitoring
9f8ac48

LorenzoNava commited on

feat: Ultra-fast 4x L4 GPU optimization for DeBERTa-Large
1485ac5

LorenzoNava commited on

feat: Implement full naming convention with timestamp, epochs, and F1 score
20c983c

LorenzoNava commited on

fix: Remove 'every' parameter - not supported in Gradio 4.44.0
e18fb56

LorenzoNava commited on

fix: Remove explicit port/IP config for HuggingFace Spaces
d062c28

LorenzoNava commited on

fix: Downgrade to Gradio 4.44.0 (stable on HF Spaces)
7c87594

LorenzoNava commited on

fix: Add Node.js 20 to Space config (resolves --import error)
d623292

LorenzoNava commited on

chore: Force Space rebuild - trigger cache invalidation
74bf63e

LorenzoNava commited on

fix: Replace JavaScript workaround with official gr.Timer() API (Gradio 5.49.1)
b16b077

LorenzoNava commited on

fix: Bulletproof real-time streaming - JavaScript only (no gr.Timer)
9dd1f07

LorenzoNava commited on

chore: Force Space rebuild - trigger git pull
ae4cb0b

LorenzoNava commited on

hotfix: Remove demo.load(every=) - not supported in Gradio 5.49.1
9ad35b7

LorenzoNava commited on

feat: v1.3.2 - Real-time log streaming (0.5s updates)
9cf8537

LorenzoNava commited on

feat: v1.3.1 - Comprehensive progress tracking + validation split fix
36e8a45

LorenzoNava commited on

feat: Add JavaScript-based auto-refresh for live logs (v1.2.0)
34f2498

LorenzoNava commited on

fix: Remove ALL hardcoded local paths and add version indicator
4999c23

LorenzoNava commited on

fix: Resolve 500 error - Fix Timer component and paths for HuggingFace Space
fa28412

LorenzoNava commited on

feat: Configure Space for A10G GPU and update documentation
34ceb4f

LorenzoNava commited on

feat: Add production-grade Gradio training interface with real-time monitoring
6792b7f

LorenzoNava commited on

initial commit
18ef60c
verified

LorenzoNava commited on