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Q
Qwen/Qwen2.5-Coder-32B-Instruct HF Ollama PQC Verified

Specialized code generation model. 32B parameters trained on 5.5T tokens of code data across 90+ languages.

TransformerCode Generation32BInstruct HIGH
C
cross-encoder/ms-marco-MiniLM-L12-v2 HF PQC Verified

Text-RankingSentence-TransformersPyTorchJAXONNXSafetensors HIGH
C
cross-encoder/mmarco-mMiniLMv2-L12-H384-v1 HF Unverified

Text-RankingSentence-TransformersPyTorchONNXSafetensorsOpenvino HIGH
B
bigcode/starcoder2-15b HF Ollama PQC Verified

Code LLM trained on The Stack v2 with 600+ programming languages. 4x the training data of StarCoder1.

TransformerCode Generation15B HIGH
C
cross-encoder/nli-deberta-v3-small HF Unverified

Zero-Shot ClassificationSentence-TransformersPyTorchONNXSafetensorsDeberta-V2 HIGH
C
cross-encoder/nli-deberta-v3-large HF Unverified

Zero-Shot ClassificationSentence-TransformersPyTorchONNXSafetensorsDeberta-V2 HIGH
C
cross-encoder/nli-deberta-v3-base HF Unverified

Zero-Shot ClassificationSentence-TransformersPyTorchONNXSafetensorsDeberta-V2 HIGH
C
cross-encoder/nli-MiniLM2-L6-H768 HF Unverified

Zero-Shot ClassificationSentence-TransformersPyTorchONNXSafetensorsOpenvino HIGH
C
cross-encoder/nli-deberta-v3-xsmall HF Unverified

Zero-Shot ClassificationSentence-TransformersPyTorchONNXSafetensorsDeberta-V2 HIGH
0
0xgr3y/Qwen2.5-Coder-0.5B-Instruct-Gensyn-Swarm-tall_tame_panther HF Unverified

Text GenerationTransformersSafetensorsGGUFQwen2Qwen2.5-Coder HIGH
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