Deloitte
GenAI consulting. Reports are dominated by RAG, LLM evaluation, embeddings and vector databases, alongside tree-based models.
23 problems tagged for Deloitte.
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- Plan → execute → synthesizeMedium
- The RAG run: search → ground → answerMedium
- The ReAct loop with a max_steps guardMedium
- Full self-attention from XMedium
- BLEU score (unigram)Medium
- Transformer block forward (pre-LN, residual)Hard
- Citation Attribution AssemblyMedium
- Cost-Sensitive Decision ThresholdMedium
- Decision tree learning (ID3)Hard
- DPO lossMedium
- F1 score (binary classification)Easy
- Faithfulness / Groundedness ScoreMedium
- Gradient Boosting: One Round (Stump)Medium
- Histogram Split Finding (GBM)Hard
- HNSW Greedy Graph SearchHard
- IVF (Inverted File) SearchMedium
- LoRA forward passEasy
- PII Detection & RedactionMedium
- Precision metricEasy
- Recall@k (Retrieval)Easy
- Recursive Chunking with OverlapMedium
- ROUGE-1 scoreEasy
- Token-Budget Context ManagerMedium