scribekey/sotto-cleanup-350m-gguf

text-generation model by scribekey

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GGUF exports of juanquivilla/sotto-cleanup-lfm25-350m at revision 6df6f019170b8b55333c047b901886a51750a965, for on-device transcript cleanup with llama.cpp. ScribeKey uses the Q80 file for Smart Cleanup on Android. The weights are unchanged apart from GGUF conversion and quantisation. Sotto is a fine-tune of LiquidAI/LFM2.5-350M-Base by juanquivilla; see the upstream card for its training and evaluation. The model was trained with the tokenizer's BOS (). Either tokenize the string above with special-token parsing and no automatic BOS, or drop from the text and let llama.cpp add the BOS. Without a BOS the model answers "." for most inputs. Decode greedily and stop at EOS () or at ###; the cleaned text is everything before ###, trimmed. With converthftogguf.py from the llama.cpp tree vendored in llama-cpp-python 0.3.36: On ScribeKey's 149-sentence English dictation set, run exactly as the app runs it (prompt above, greedy, 256-token cap), Q80 scored the same as BF16 on…

scribekey/sotto-cleanup-350m-gguf on Hugging Face A short preview, not the full document.

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Inside the original model card — Document outline
  1. Sotto cleanup 350M, GGUF
  2. Prompt
  3. How these files were made
  4. ScribeKey evaluation
  5. Licence

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Model overview

scribekey/sotto-cleanup-350m-gguf is a text-generation model repository published by scribekey on Hugging Face. The source reports the gguf library.

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Model facts

Task
text-generation
Library
gguf
Recent downloads (30 days)
0
Cumulative likes
0
Hugging Face trending score
0
Reported safetensors parameters
Not reported
Architecture
Not reported
License
other
Access
Not gated by Hugging Face
Created
2026-10-09T06:26:55.000Z
Last modified
2026-10-09T06:27:11.000Z

Compatibility and lineage

Reported languages: en

Reported base models: juanquivilla/sotto-cleanup-lfm25-350m

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.

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Source: Hugging Face Hub. Metadata observed 2026-10-09T06:40:49.674Z. Daily imports are snapshots, not real-time monitoring.

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