CoolFace
20 results

LLM Fine-Tuning

ibm-research /LLMFineTuningBench Dataset Card for LLMFineTuningBench A dataset of over 30,000 LLM fine-tuning experiments, capturing detailed performance metrics from jobs run on high-performance computing (HPC) clusters. It spans a wide range of models, fine-tuning methods, and hardware configurations, and is intended to support research on predictive resource allocation, performance optimization, and cost estimation for LLM fine-tuning workloads. Dataset Details Dataset Description… See the full description on the dataset page: https://huggingface.co/datasets/ibm-research/LLMFineTuningBench.tabulartabular-regression10K<n<100K3 likes148 downloads17d agoHugging Faceibm-research /LLM_Fine-Tuning_Performance LLM Fine-Tuning Performance Benchmark Dataset Dataset Summary This dataset contains performance benchmarks for Large Language Model (LLM) fine-tuning across various hardware and software configurations. It includes throughput measurements (tokens per second) for 959 valid configurations, collected over 1000 GPU hours on a Kubernetes cluster. The dataset is designed for research on predictive performance modeling, specifically for evaluating methods that handle Categorical… See the full description on the dataset page: https://huggingface.co/datasets/ibm-research/LLM_Fine-Tuning_Performance.tabular-regressionn<1K2 likes68 downloads4mo agoHugging FaceAYI-NEDJIMI /llm-finetuning-fr LLM Fine-Tuning & Quantization - Dataset Francais Dataset bilingue complet sur le fine-tuning de LLM (LoRA, QLoRA, DPO, RLHF), la quantification de modeles (GPTQ, GGUF, AWQ), les modeles open source et le deploiement en production. Description Ce dataset couvre l'ensemble de la chaine de valeur des LLM open source, du fine-tuning au deploiement en production. Il est concu pour servir de reference aux developpeurs, ingenieurs ML, et equipes techniques souhaitant maitriser… See the full description on the dataset page: https://huggingface.co/datasets/AYI-NEDJIMI/llm-finetuning-fr.tabularquestion-answeringn<1K0 likes41 downloads7mo agoHugging FacexTayyub /High-Quality-Synthetic-Python-Dataset-with-Reasoning-Traces-Chain-of-Thought-for-LLM-Fine-Tuning PyReason-7k: Advanced Python Chain-of-Thought Dataset Dataset Description This dataset contains 7,000+ high-quality Python programming examples designed for LLM fine-tuning. Each entry includes a detailed thought_process (Chain-of-Thought) to teach models logical reasoning before coding. Key Features: Chain-of-Thought: Step-by-step reasoning traces. Error Handling: Solutions include try-except blocks and logging. Diverse Tasks: Algorithms, API handling, Data Structures.… See the full description on the dataset page: https://huggingface.co/datasets/xTayyub/High-Quality-Synthetic-Python-Dataset-with-Reasoning-Traces-Chain-of-Thought-for-LLM-Fine-Tuning.text-generation1K<n<10K6 likes33 downloads10mo agoHugging Facebeatsprom /llm-quantization-fine-tuning-2026 ⚡ LLM Fine-Tuning, Quantization & Model Optimization Dataset (2023–2026) This dataset contains 100 sample audit-verified research papers focusing on Large Language Model (LLM) quantization (GPTQ, AWQ, GGUF), fine-tuning (LoRA, QLoRA, PEFT), pruning, distillation, and speculative decoding. 📊 Features: 384-dimensional PyTorch Embeddings (all-MiniLM-L6-v2) for instant Vector Search NLP Sentence Extraction: Real extracted core problems & key technical innovations… See the full description on the dataset page: https://huggingface.co/datasets/beatsprom/llm-quantization-fine-tuning-2026.tabulartext-classificationn<1K0 likes30 downloads2mo agoHugging Faceinnovation-hacking2 /llm-finetuning-wr25text100K<n<1M0 likes27 downloads2y agoHugging Face