datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Logical_Reasoning_Chainssynthetic-indian-logical-reasoning-CoTyes
logical-form-d87cef
logical-form-d87cef
Synthetic sensors test data: 50 rows in data.csv.
All values are randomly generated fictional examples, not real observations, products, or user activity. Intended only for CSV loading and pipeline tests; not suitable for scientific or business conclusions. Columns are sampled independently and do not model real-world correlations.
Fields
sample_id: random identifier for this generated sample.
row_id: sequential row number starting at 1.… See the full description on the dataset page: https://huggingface.co/datasets/Indigo-Patricia/logical-form-d87cef.Creative_Stories_Logical_ReasoningNanbeige-3B-Logical-FailuresTechnical Challenge: Blind Spots of Nanbeige4.1-3B
Model Tested: Nanbeige/Nanbeige4.1-3B
Loading Protocol: The model was loaded via transformers on a standard Google Colab T4 GPU. To prevent CUDA Out-Of-Memory (OOM) errors, the weights were downcast using torch_dtype=torch.float16 and mapped to VRAM using device_map="auto".
Analysis of Blind Spots
As a base model lacking Supervised Fine-Tuning (SFT) or RLHF, Nanbeige4.1-3B exhibits severe zero-shot degradation. The 10 failures in this dataset… See the full description on the dataset page: https://huggingface.co/datasets/Liebert28/Nanbeige-3B-Logical-Failures.logical-texts