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Contents

Hugging Face
AI Dataset·2026
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DeepSeek V4 Pro Hermes Reasoning Traces

ning423

Provides 19,331 multi-turn ChatML Hermes reasoning traces produced by DeepSeek V4 Pro for LoRA fine-tuning of agent-style models; includes VRAM-tiered variants, train/valid/test splits, and dense tool-calling annotations in Parquet format.

#deepseek#huggingface#llm#ai-agent#agent-skills+3
Hugging Face
AI Dataset·2026
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deepseek-hermes-reasoning-traces

r0b0tlab

Provides 19,331 multi-turn ChatML Hermes reasoning traces for LoRA fine-tuning of local models to behave as Hermes agents. Includes train/valid/test splits, VRAM-tiered variants (nano→spark), ~138K tool-call annotations, and Parquet format under Apache-2.0.

#deepseek#ai-agent#llm#huggingface#pandas+3
Hugging Face
AI Model·2026
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ZAYA1-8B

Zyphra

Mixture-of-Experts LLM tuned for mathematical and coding reasoning, with ~760M active / 8.4B total parameters and post-training for improved stepwise reasoning. Optimized for inference efficiency (vLLM/transformers forks) so it can run in computation-constrained or local deployments; Apache-2.0 licensed.

#vllm#llm#huggingface#ai-inference#ai-deploy+4
GitHub
AI Infra·2026
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Knowledge Catalog

Google Cloud (Google LLC), GoogleCloudPlatform (GitHub organization)

Provides tools and samples to build context management, enrichment, and retrieval solutions on Google Cloud Knowledge Catalog — an AI-oriented data catalog that builds a dynamic knowledge graph for structured and unstructured data, suitable for RAG and agent workflows.

#google#github#ai#ai-development#RAG+5
GitHub
AI Infra·2026
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OpenTelemetry GenAI Semantic Conventions

OpenTelemetry

Defines OpenTelemetry semantic conventions for generative AI telemetry — spans, metrics, and events for GenAI clients, the Model Context Protocol (MCP), and provider-specific integrations. Includes YAML models, human-readable docs, and reference implementations to standardize observability across GenAI deployments.

#mcp#mcp-client#mcp-server#mlops#ai-api+3
Hugging Face
AI Dataset·2026
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PhysicalAI-WorldModel-Synthetic-Physical-Interaction-Scenes

NVIDIA Corporation

Large-scale synthetic video dataset of physically simulated multi-object interaction scenes for training and evaluating models on physical reasoning, depth and optical-flow estimation, instance segmentation, and physics-grounded captioning. Provides RGB + lossless depth, per-frame instance masks, per-object physics annotations (NPZ), VLM-grounded captions, and USD scene files — useful for world-model and simulation-to-real work; commercial use permitted.

#nvidia#huggingface#robotics#vision#video+5
Hugging Face
AI Dataset·2026
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laion/BVD-V-55M

LAION

Provides 55 million scene-level video clips (each with captions, language labels, and timestamps) extracted from an 80M-video, 10-million-hour raw pool to support multimodal pre-training across video, audio, and frames. Access is gated for academic/non-commercial research.

#video#multimodal#common-crawl#audio#image+3
GitHub
AI Infra·2026
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DwarfStar 4

Salvatore Sanfilippo·antirez (GitHub), DeepSeek

Native local inference engine for DeepSeek V4 Flash (also supports GLM 5.2 and PRO on high‑memory machines). Focused features include model-specific loading, SSD expert streaming, asymmetric routed-expert 2-bit quant support, multi-GPU/tensor/pipeline parallelism, and an OpenAI-compatible server plus a native coding agent.

#deepseek#llama.cpp#metal#cuda#ai-inference+5
Hugging Face
AI Dataset·2026
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Tachibana4

sequelbox

Agentic coding evaluation dataset containing real-world, multi-step developer tasks and raw model responses across 20+ programming languages. Emphasizes challenging, persona-driven prompts for benchmarking and fine-tuning; users should filter and audit outputs before training.

#deepseek#ai-coding#agent-skills#llm#python+7
Hugging Face
AI Dataset·2026
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LOCUS v1.0

Denis Peskoff, Joe Barrow +2·UC Berkeley, School of Information (UC Berkeley) +1

Provides a county-harmonized corpus of U.S. municipal and county ordinance text (≈2.21M chunks) labeled for function, substantive indicator, and topic to support legal NLP, retrieval, and comparative local-law research. Includes model-assigned labels and continuous scorers (opacity, paternalism, enforcement discretion) plus coverage metadata; not exhaustive or a substitute for legal advice.

#nlp#huggingface#paper#ocr#polars+1
Hugging Face
AI Model·2026
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havenoammo/Qwen3.6-27B-MTP-UD-GGUF

havenoammo

Merges Unsloth UD XL quantized GGUF of Qwen3.6-27B with compact Q8_0 MTP heads to enable multi-token (speculative) decoding on llama.cpp builds that support MTP; aimed at image-text-to-text usage with reduced MTP overhead.

#huggingface#transformers#llm#multimodal#vllm+3
GitHub
AI Infra·2026
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TokenSpeed

LightSeek Foundation

High-throughput LLM inference engine for agentic workloads, combining a local‑SPMD static compiler for parallelism, a C++ scheduler with a Python execution plane and type‑safe KV‑cache reuse, pluggable high-performance kernels (including an MLA implementation), and a low‑overhead AsyncLLM entrypoint for production GPU inference.

#llm#ai-inference#ai-serving#agent-skills#tensorrt+7
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