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How do I verify a model download with SHA-256?
Compute the downloaded file's SHA-256 and compare it with the digest in a trusted source record. A match identifies the bytes; it does not establish safety, license permission or a complete working model.
License terms and download availability are separate. Read the exact upstream license before using a model.
Answer response assembled as of . This dates the returned rows, not an upstream model update or a successful model run. Check each linked file record for current availability.
Model from Hugging Face for text classification: unitary/toxic-bert · 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.
File evidence
No exact file name or SHA-256 is recorded in this answer row. Open the file record for current file-level evidence; unknown availability is unconfirmed.
Why listed
The catalog lists it as a language model. Recorded task: text classification. Listed formats: safetensors. Recorded license: apache-2.0. This listing does not measure quality or prove runtime support.
Model from Hugging Face: distilbert/distilbert-base-uncased-finetuned-sst-2-english
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. 17 files listed upstream.
File evidence
No exact file name or SHA-256 is recorded in this answer row. Open the file record for current file-level evidence; unknown availability is unconfirmed.
Why listed
The catalog lists it as a language model. Recorded task: text classification. Listed formats: safetensors, onnx. Recorded license: apache-2.0. This listing does not measure quality or prove runtime support.
Model from Hugging Face for zero shot classification: cross-encoder/nli-deberta-v3-xsmall · sentence transformers
License
apache-2.0. Permissive open license: commercial use, modification, and redistribution are permitted. License details
Hosting
7 hosted files. Inspect the file record for current availability. 20 files listed upstream.
File evidence
No exact file name or SHA-256 is recorded in this answer row. Open the file record for current file-level evidence; unknown availability is unconfirmed.
Why listed
The catalog lists it as a language model. Recorded task: zero shot classification. Listed formats: safetensors, onnx. Recorded license: apache-2.0. This listing does not measure quality or prove runtime support.
Model from Hugging Face for text ranking: cross-encoder/ms-marco-TinyBERT-L2-v2 · sentence transformers
License
apache-2.0. Permissive open license: commercial use, modification, and redistribution are permitted. License details
Hosting
7 hosted files. Inspect the file record for current availability.
File evidence
No exact file name or SHA-256 is recorded in this answer row. Open the file record for current file-level evidence; unknown availability is unconfirmed.
Why listed
The catalog lists it as a language model. Recorded task: text ranking. Listed formats: safetensors, onnx. Recorded license: apache-2.0. This listing does not measure quality or prove runtime support.
Model from Hugging Face for text ranking: cross-encoder/ms-marco-MiniLM-L4-v2 · sentence transformers
License
apache-2.0. Permissive open license: commercial use, modification, and redistribution are permitted. License details
Hosting
20 hosted files. Inspect the file record for current availability. 23 files listed upstream.
File evidence
No exact file name or SHA-256 is recorded in this answer row. Open the file record for current file-level evidence; unknown availability is unconfirmed.
Why listed
The catalog lists it as a language model. Recorded task: text ranking. Listed formats: safetensors, onnx. Recorded license: apache-2.0. This listing does not measure quality or prove runtime support.
Model from Hugging Face for feature extraction: BAAI/bge-small-en-v1.5 · sentence transformers
License
mit. Permissive open license: commercial use, modification, and redistribution are permitted. License details
Hosting
9 hosted files. Inspect the file record for current availability. 14 files listed upstream.
File evidence
No exact file name or SHA-256 is recorded in this answer row. Open the file record for current file-level evidence; unknown availability is unconfirmed.
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 classification: lxyuan/distilbert-base-multilingual-cased-sentiments-student · 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. 12 files listed upstream.
File evidence
No exact file name or SHA-256 is recorded in this answer row. Open the file record for current file-level evidence; unknown availability is unconfirmed.
Why listed
The catalog lists it as a language model. Recorded task: text classification. Listed formats: safetensors, onnx. Recorded license: apache-2.0. This listing does not measure quality or prove runtime support.
It depends on your task, available memory, file format and license. The records below match this guide’s filters. Check the linked file evidence before choosing: a catalog match does not prove runtime support, safety or answer quality.
An answer pack is a question-specific filter over catalog records. It is not a benchmark, safety review or guarantee that a model will run.