datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
llm-api-pricing-latency-2026
LLM Inference Unit Economics & Architecture Engine
Empirical benchmark dataset by Groundwork Research (https://gworky.com).
Full interactive decision engine available at: https://gworky.com/tools/llm-token-cost-calculator.
Description
Full-stack inference cost and latency estimator comparing frontier proprietary models (Claude 3.7, GPT-4.5) against open-weight hosted providers (Groq, DeepSeek R1, Together AI).
Primary source authority: https://gworky.com/tech
csc-wireless-latency-synthetic-100k
CSC Wireless Latency Synthetic Dataset (100k)
This synthetic dataset provides 100,000 prompt-completion pairs designed for training and evaluating PHY/MAC cross-layer optimization models in hybrid Li-Fi/RF wireless networks.
Official Core Implementation & Runtime
To parse, simulate, or process this dataset according to the official protocol specifications, please utilize the official runtime library:
Core Protocol Library (npm):… See the full description on the dataset page: https://huggingface.co/datasets/csc-architecture/csc-wireless-latency-synthetic-100k.embed-api-latencyTODO
han-distributed-network-latency-reliability-dataset-v1
Humanoid Distributed Network Latency & Reliability Dataset
This dataset models real-time network performance
between distributed humanoid agents operating
inside a decentralized cognitive mesh.
It captures latency variance,
packet loss patterns,
synchronization delays,
and task completion reliability metrics.
Objective
To enable performance-aware humanoid coordination
under varying network conditions.
Why This Is Critical
Decentralized humanoid systems rely… See the full description on the dataset page: https://huggingface.co/datasets/achiepatricia/han-distributed-network-latency-reliability-dataset-v1.on-device-latency
On-Device Latency Benchmark
Real-world inference latency data for mobile-optimized LLMs, measured on actual phone hardware.
Hardware
Spec
Value
Device
Samsung S20 FE 5G
SoC
Snapdragon 865
RAM
8GB
OS
Android 13
Runtime
llama.cpp (4 threads)
Metrics
tokens_per_sec — Generation speed during inference
latency_ms_per_token — Time per generated token
ram_usage_mb — Peak RAM during inference
file_size_mb — GGUF model file size… See the full description on the dataset page: https://huggingface.co/datasets/dispatchAI/on-device-latency.ai-latency-2026han-network-latency-synchronization-dataset-v1
Humanoid Network Latency & Synchronization Dataset
This dataset models communication delays,
message integrity,
and synchronization states
between distributed humanoid agents.
It captures latency variation patterns,
packet reliability metrics,
and consensus delay outcomes.
Objective
To optimize real-time coordination
and reduce synchronization failures
within Humanoid Network.
Data Fields
node_id
peer_node_id
message_type
latency_ms
packet_loss_rate
sync_state… See the full description on the dataset page: https://huggingface.co/datasets/achiepatricia/han-network-latency-synchronization-dataset-v1.han-inter-agent-latency-profiling-dataset-v1
Humanoid Inter-Agent Latency Profiling Dataset
This dataset models communication latency
between humanoid agents
operating in distributed environments.
It captures transmission delays,
packet integrity metrics,
and synchronization variance
across heterogeneous network layers.
Objective
To enable latency-aware coordination
and synchronization optimization
in decentralized humanoid systems.
Data Fields
sender_node_id
receiver_node_id
transmission_latency_ms… See the full description on the dataset page: https://huggingface.co/datasets/achiepatricia/han-inter-agent-latency-profiling-dataset-v1.