enterprise-benchmark
enterprise-text-to-sql-benchmark
Enterprise Text-to-SQL Benchmark
3,087 natural-language questions paired with executable PostgreSQL, over a
12-table enterprise schema (sales, catalogue, logistics, HR).
Built to answer one question honestly: does fine-tuning actually improve
text-to-SQL? On this benchmark, a QLoRA fine-tune of Qwen3-8B took strict
execution accuracy from 43.71 % to 68.43 %, and 70.86 % with a
self-correction loop — and the benchmark is designed so that number cannot be
inflated by leakage or by… See the full description on the dataset page: https://huggingface.co/datasets/hari-krishna-ai/enterprise-text-to-sql-benchmark.enterprise-llm-inference-benchmarks-2026
🚀 Enterprise LLM Inference & Fine-Tuning Benchmarks (2026 Guide)
A curated benchmark index and architectural guide evaluating open-source foundation models, real-time inference engines (vLLM vs. TensorRT-LLM), and cloud GPU economics for enterprise deployments.
🧠 Open-Source Foundation Model Benchmarks (RAG & Code Generation)
Flagship Evaluation: Top Open-Source LLMs for Enterprise RAG & Code Generation (2026 In-Depth Guide) — Comparing Qwen 2.5 Coder, Llama… See the full description on the dataset page: https://huggingface.co/datasets/Abdulrahmankalil/enterprise-llm-inference-benchmarks-2026.enterprise-operations-benchmark
🌐 Kepler Enterprise Operations Exception Benchmark (10k Dataset)
Author: Kepler Operations Intelligence (https://www.getkeplerops.com)
This is the canonical evaluation benchmark for AI models, LLM agents, and automated reconciliation systems detecting operational exceptions, billing leakages, and contract discrepancies.
📊 Dataset Summary
Total Records: 10,000 standardized enterprise transactions
Domains Covered: Logistics & Courier Freight… See the full description on the dataset page: https://huggingface.co/datasets/priteshloke/enterprise-operations-benchmark.enterprise-rag-internal-knowledge-search-benchmark-sample
Enterprise RAG and Internal Knowledge Search Benchmark Dataset -- Free Evaluation Sample
This dataset packages a synthetic internal company workspace and an evidence-linked benchmark table into one product for teams building enterprise RAG systems, internal search assistants, knowledge-base copilots, and deep-search evaluation pipelines.
The benchmark is designed around a realistic fictional company, AsteraOps Cloud, with multiple departments, renamed projects, stale roadmaps… See the full description on the dataset page: https://huggingface.co/datasets/Karmane/enterprise-rag-internal-knowledge-search-benchmark-sample.enterprise-rag-internal-knowledge-search-benchmark
Enterprise RAG and Internal Knowledge Search Benchmark Dataset
This dataset packages a synthetic internal company workspace and an evidence-linked benchmark table into one product for teams building enterprise RAG systems, internal search assistants, knowledge-base copilots, and deep-search evaluation pipelines.
The benchmark is designed around a realistic fictional company, AsteraOps Cloud, with multiple departments, renamed projects, stale roadmaps, support escalations… See the full description on the dataset page: https://huggingface.co/datasets/Karmane/enterprise-rag-internal-knowledge-search-benchmark.