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Which open-model records have self-reported community evidence awaiting qualification?
Community reports are self-reported observations. They do not establish model quality, safety or runtime support; inspect the underlying evidence before relying on them.
Model from Hugging Face for time series forecasting: amazon/chronos-2 · chronos forecasting
License
apache-2.0. Permissive open license: commercial use, modification, and redistribution are permitted. License details
Hosting
3 hosted files. Inspect the file record for current availability. 4 files listed upstream.
Why listed
The catalog lists it as a language model. Recorded task: time series forecasting. Listed formats: safetensors. Recorded license: apache-2.0. This listing does not measure quality or prove runtime support.
Model from Hugging Face for audio classification: laion/clap-htsat-fused · transformers
License
apache-2.0. Permissive open license: commercial use, modification, and redistribution are permitted. License details
Hosting
2 hosted files. Inspect the file record for current availability. 10 files listed upstream.
Why listed
The catalog lists it as an audio model. Recorded task: audio classification. Listed formats: safetensors. Recorded license: apache-2.0. This listing does not measure quality or prove runtime support.
Model from Hugging Face for feature extraction: BAAI/bge-large-en-v1.5 · sentence transformers
License
mit. Permissive open license: commercial use, modification, and redistribution are permitted. License details
Hosting
8 hosted files. Inspect the file record for current availability. 14 files listed upstream.
Why listed
The catalog lists it as an embedding model for text search. Recorded task: feature extraction. Listed formats: safetensors, onnx. Recorded license: mit. This listing does not measure quality or prove runtime support.
Model from Hugging Face for text generation: Qwen/Qwen2.5-7B-Instruct · transformers
License
apache-2.0. Permissive open license: commercial use, modification, and redistribution are permitted. License details
Hosting
13 hosted files. Inspect the file record for current availability. 14 files listed upstream.
Why listed
The catalog lists it as a language model. Recorded task: text generation. Listed formats: safetensors. Recorded license: apache-2.0. This listing does not measure quality or prove runtime support.
Model from Hugging Face for text generation: Qwen/Qwen2.5-1.5B-Instruct · transformers
License
apache-2.0. Permissive open license: commercial use, modification, and redistribution are permitted. License details
Hosting
8 hosted files. Inspect the file record for current availability. 9 files listed upstream.
Why listed
The catalog lists it as a language model. Recorded task: text generation. Listed formats: safetensors. Recorded license: apache-2.0. This listing does not measure quality or prove runtime support.
Model from Hugging Face for feature extraction: intfloat/multilingual-e5-large · sentence transformers
License
mit. Permissive open license: commercial use, modification, and redistribution are permitted. License details
Hosting
29 hosted files. Inspect the file record for current availability. 44 files listed upstream.
Why listed
The catalog lists it as an embedding model for text search. Recorded task: feature extraction. Listed formats: safetensors, onnx. Recorded license: mit. This listing does not measure quality or prove runtime support.
Model from Hugging Face for sentence similarity: intfloat/multilingual-e5-small · sentence transformers
License
mit. Permissive open license: commercial use, modification, and redistribution are permitted. License details
Hosting
8 hosted files. Inspect the file record for current availability. 43 files listed upstream.
Why listed
The catalog lists it as an embedding model for text search. Recorded task: sentence similarity. Listed formats: safetensors, onnx. Recorded license: mit. This listing does not measure quality or prove runtime support.
Model from Hugging Face for fill mask: distilbert/distilbert-base-uncased · transformers
License
apache-2.0. Permissive open license: commercial use, modification, and redistribution are permitted. License details
Hosting
11 hosted files. Inspect the file record for current availability. 11 files listed upstream.
Why listed
The catalog lists it as a language model. Recorded task: fill mask. Listed formats: safetensors. Recorded license: apache-2.0. This listing does not measure quality or prove runtime support.
Model from Hugging Face for image text to text: Qwen/Qwen3.5-4B · transformers
License
apache-2.0. Permissive open license: commercial use, modification, and redistribution are permitted. License details
Hosting
5 hosted files. Inspect the file record for current availability. 14 files listed upstream.
Why listed
The catalog lists it as an image model. Recorded task: image text to text. Listed formats: safetensors. Recorded license: apache-2.0. This listing does not measure quality or prove runtime support.
Model from Hugging Face for feature extraction: BAAI/bge-base-en-v1.5 · sentence transformers
License
mit. Permissive open license: commercial use, modification, and redistribution are permitted. License details
Hosting
12 hosted files. Inspect the file record for current availability. 12 files listed upstream.
Why listed
The catalog lists it as an embedding model for text search. Recorded task: feature extraction. Listed formats: safetensors, onnx. Recorded license: mit. This listing does not measure quality or prove runtime support.
Model from Hugging Face for sentence similarity: sentence-transformers/paraphrase-multilingual-mpnet-base-v2 · sentence transformers
License
apache-2.0. Permissive open license: commercial use, modification, and redistribution are permitted. License details
Hosting
8 hosted files. Inspect the file record for current availability. 27 files listed upstream.
Why listed
The catalog lists it as an embedding model for text search. Recorded task: sentence similarity. Listed formats: safetensors, onnx. Recorded license: apache-2.0. This listing does not measure quality or prove runtime support.
Model from Hugging Face for automatic speech recognition: openai/whisper-large-v3-turbo · transformers
License
mit. Permissive open license: commercial use, modification, and redistribution are permitted. License details
Hosting
11 hosted files. Inspect the file record for current availability. 13 files listed upstream.
Why listed
The catalog lists it as an audio model. Recorded task: automatic speech recognition. Listed formats: safetensors. Recorded license: mit. This listing does not measure quality or prove runtime support.
Which open-model records have self-reported community evidence awaiting qualification?. Hugging Bay. https://huggingbay.xyz/answers/community-verified-models
