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mozilla/Common Voice 17 HF PQC Verified

Multilingual speech dataset with 30K+ hours across 120+ languages. Crowdsourced and validated. De facto standard for ASR training.

DatasetSpeechMultilingual30K hours CRITICAL
D
deepreinforce-ai/Ornith-1.0-9B-GGUF HF Unverified

Text GenerationTransformersGGUFConversational CRITICAL
O
ornith-ai/Ornith-1.0-9B-GGUF HF Unverified

Text GenerationTransformersGGUFConversational CRITICAL
F
farbodtavakkoli/OTel-LLM-E4B-IT HF PQC Verified

Text GenerationPyTorchGemma4TelecomTelecommunicationsGsma CRITICAL
A
antirez/deepseek-v4-gguf HF PQC Verified

Text GenerationGGUFQuantizedDeepseekDeepseek-V4Deepseek-V4-Flash CRITICAL
F
farbodtavakkoli/OTel-2.0-LLM-31B-IT HF Unverified

Text GenerationTransformersSafetensorsGemma4_textTelecomTelecommunications CRITICAL
Q
Qwen/Qwen3-VL-8B-Instruct HF PQC Verified

Image-Text-to-TextTransformersSafetensorsQwen3_vlConversationalEval-Results CRITICAL
D
dphn/dolphin-2.9.1-yi-1.5-34b HF PQC Verified

Text GenerationTransformersSafetensorsLLaMAGenerated_from_trainerAxolotl CRITICAL
O
openai/gpt-oss-120b HF PQC Verified

Text GenerationTransformersSafetensorsGpt_ossVllmConversational CRITICAL
allenai/Dolma HF PQC Verified

Open corpus of 3T tokens for language model pretraining. Sourced from web, academic papers, code, encyclopedic, and book content.

DatasetPretrainingEnglish3T tokens CRITICAL
Z
zai-org/GLM-5-FP8 HF PQC Verified

Text GenerationTransformersSafetensorsGlm_moe_dsaConversationalFp8 CRITICAL
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unsloth/Qwen3.6-27B-NVFP4 HF Unverified

Image-Text-to-TextTransformersSafetensorsQwen3_5UnslothQwen CRITICAL
tatsu-lab/Stanford Alpaca HF PQC Verified

Instruction-following dataset of 52K examples generated from text-davinci-003. Foundational instruction tuning dataset.

DatasetInstruction52K examples CRITICAL
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Qwen/Qwen3.5-35B-A3B HF PQC Verified

Image-Text-to-TextTransformersSafetensorsQwen3_5_moeConversationalBase_model:Qwen/Qwen3.5-35B-A3B-Base CRITICAL
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Qwen/Qwen2-VL-7B-Instruct HF PQC Verified

Image-Text-to-TextTransformersSafetensorsQwen2_vlMultimodalConversational CRITICAL
R
RedHatAI/gemma-4-31B-it-FP8-block HF PQC Verified

FP8-Block variant of gemma-4-31B-it.

Image-Text-to-TextTransformersSafetensorsGemma4Fp8Vllm CRITICAL
Q
Qwen/Qwen2.5-32B-Instruct HF PQC Verified

Text GenerationTransformersSafetensorsQwen2ChatConversational CRITICAL
Q
Qwen/Qwen3.5-27B HF PQC Verified

Image-Text-to-TextTransformersSafetensorsQwen3_5ConversationalEval-Results CRITICAL
M
meta-llama/Meta-Llama-3-8B HF Ollama PQC Verified

Meta's Llama 3 base model with 8B parameters. Pre-trained on 15T tokens with a 8K context window.

TransformerText Generation8BBase CRITICAL
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unsloth/gemma-4-26B-A4B-it-GGUF HF PQC Verified

Image-Text-to-TextGGUFGemma4UnslothGemmaGoogle CRITICAL
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