Instructions to use Purdy0228/ConvMemory-OPC-V3-Validity-Context with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use Purdy0228/ConvMemory-OPC-V3-Validity-Context with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("Purdy0228/ConvMemory-OPC-V3-Validity-Context") sentences = [ "The weather is lovely today.", "It's so sunny outside!", "He drove to the stadium." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [3, 3] - Notebooks
- Google Colab
- Kaggle
| { | |
| "artifact_sha256_manifest": "28d99f978540d2758ee24116435f88a3296448c97625194bf58e0121e6ebb5cc", | |
| "base_model": "BAAI/bge-reranker-v2-m3", | |
| "format": "convmemory_opcos_v3_validity_module", | |
| "handwritten_smoke": { | |
| "demote_recall": 1.0, | |
| "pair_acc": 0.9895833333333334, | |
| "pairs": 96, | |
| "protect_recall": 0.9880952380952381, | |
| "scenario_all_correct": 0.9166666666666666, | |
| "scenarios": 12 | |
| }, | |
| "hub_repo": "Purdy0228/ConvMemory-OPC-V3-Validity-Context", | |
| "known_boundary": "One handwritten change-query false demotion remained in v632; v633 over-corrected and was rejected.", | |
| "model_safetensors_sha256": "f9994cdb9a32b32e9e84e7172bb5abda3eeb21414aede8e8fa7ced66b4f153b1", | |
| "recipe": "base+hard+natural OPC-v3 synthetic, pos_repeat=8", | |
| "selected_by": "v634_opcos_v3_final_selection", | |
| "source_experiment": "v632_opcos_v3_posrepeat8_checkpoint", | |
| "threshold": 0.05, | |
| "validity_config_sha256": "8fa20a6ff57ead18c7afb26c8aedf24fdbb1a83811f808edd526e14dff402692" | |
| } |