darkmaniac7/flan-t5-base-MNN
summarization model by darkmaniac7
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Model card & documentation
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Google's FLAN-T5 base as a 4-bit MNN encoder-decoder bundle that TokForge uses as its on-device summarizer for answers about your documents. Published by TokForge for on-device inference. Runs on-device in the TokForge app. Collections: TokForge Voice and Helper Models. The model is split the usual way for encoder-decoder inference: the encoder reads the input once, decoder.mnn writes the first output token and decoderwithpast.mnn writes the rest, reusing its cache. FLAN-T5 base is Google's instruction-tuned T5 encoder-decoder model (about 250M parameters). TokForge gives it text with the…
Read the full model card ↗ · Preview checked 2026-11-11T07:02:17.006Z
Inside the original model card — Document outline
- FLAN-T5 base (MNN)
- TokForge
- Use it in TokForge
- Files
- About the model
- How it was made
- Limitations
- License
- Credits
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Documentation belongs to its respective authors. Reported project/model license: apache-2.0. A listing is not a grant of reuse or training rights. Confirm the document’s own terms at the source.
Model overview
darkmaniac7/flan-t5-base-MNN is a summarization model repository published by darkmaniac7 on Hugging Face. The source reports the mnn library.
This page summarizes Hub metadata. For intended use, training data, evaluation results and limitations, consult the original model card.
Model facts
- Task
- summarization
- Library
- mnn
- Recent downloads (30 days)
- 1,391
- Cumulative likes
- 0
- Hugging Face trending score
- 0
- Reported safetensors parameters
- Not reported
- Architecture
- T5ForConditionalGeneration
- License
- apache-2.0
- Access
- Not gated by Hugging Face
- Created
- 2026-04-17T19:08:13.000Z
- Last modified
- 2026-11-11T05:33:08.000Z
Compatibility and lineage
Reported languages: en, fr, ro, de
Reported base models: google/flan-t5-base
Parameter count is not a RAM/VRAM requirement. Check precision, quantization, context length and runtime compatibility in the model card; no hardware or API-cost claim is inferred here.
Use and evaluate
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Source and freshness
Source: Hugging Face Hub. Metadata observed 2026-11-14T07:04:42.023Z. Daily imports are snapshots, not real-time monitoring.
Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.
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