Refactor model references and enhance ZeroGPU support; update README and requirements for HF
Sina1138
fdaabfa
[Improvement - alpha] Implement RSARerankingCached for improved efficiency in interactive review processing; update import in interactive_processor.py to use cached version.
Sina1138
acf8e5e
Enhance interactive review processing by adding thread management for polarity and topic predictions; set optimal thread count for SLURM environments; update loss function to ignore padding tokens.
Sina1138
97c36d1
Reduce max_length for model inputs to 256 tokens for improved performance; add BetterTransformer support for CPU speedup in interactive review processing.
Sina1138
af9d146
Add progress tracking for RSA computation in background and interactive processor
Sina1138
6a89f35
- Implement a progress callback in RSAReranking to report batch processing status.
- Enhance compute_rsa_in_background to yield progress updates with HTML representation.
- Update InteractiveReviewProcessor to accept a progress callback for RSA computations.
Add informativeness computation and enhance RSA processing: implement sentence ranking by informativeness and uniqueness, and improve HTML rendering for agreement and divergence summaries.
Sina1138
80d3367
Add centralized sentence filtering for RSA and polarity scoring; enhance interactive review processor to filter noise sentences and improve summary card formatting
Sina1138
894cdf6
Update model loading to prioritize local trained models for improved accuracy; adjust configuration for model paths and fallback options
Sina1138
e5ab9ff
Add device-aware RSA optimizations for CPU/GPU
Sina1138
071dd42
- Auto-detect device and apply appropriate optimizations
- CPU: float32 dtype, batch_size=32
- GPU: float16 dtype, batch_size=64
- Add comprehensive validation suite for both environments
Fix model loading utility and improve error handling in scoring pipeline
Sina1138
d2ab04b
Add scoring utilities and unified scoring pipeline for ICLR review data
Sina1138
e425a8a
Remove dependencies on glimpse repo for interface.