Text Generation
PEFT
Safetensors
English
granite
lora
meetings
action-items
decisions
information-extraction
local-inference
conversational
Instructions to use Privoid-ai/Privoid-Action-1B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use Privoid-ai/Privoid-Action-1B with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("ibm-granite/granite-4.0-1b") model = PeftModel.from_pretrained(base_model, "Privoid-ai/Privoid-Action-1B") - Notebooks
- Google Colab
- Kaggle
Privoid Action-1B experimental preview (LoRA adapter, validator, API, locked test results)
b68d688 verified Download examples/response_accepted_request.json from Privoid-ai/Privoid-Action-1B: direct link, hf CLI and curl.
- Browser
- Download file 1.42 kB
-
https://huggingface.co/Privoid-ai/Privoid-Action-1B/resolve/main/examples/response_accepted_request.json
- Command line
-
hf download hf://Privoid-ai/Privoid-Action-1B/examples/response_accepted_request.json
-
curl -L -o response_accepted_request.json https://huggingface.co/Privoid-ai/Privoid-Action-1B/resolve/main/examples/response_accepted_request.json
1.42 kB
| { | |
| "_note": "ILLUSTRATIVE. Built by the deterministic finalizer from a hand-written model output; not a model prediction.", | |
| "request_id": "0123456789abcdef", | |
| "schema_version": "1.0", | |
| "result": { | |
| "schema_version": "1.0", | |
| "meeting_id": "meeting-001", | |
| "actions": [ | |
| { | |
| "id": "A1", | |
| "task": "Send the revised proposal.", | |
| "owner_speaker_ids": [ | |
| "S2" | |
| ], | |
| "owner_text": "Omar", | |
| "assignment_status": "accepted", | |
| "deadline_text": "Friday", | |
| "conditions": [], | |
| "status": "active", | |
| "evidence": [ | |
| { | |
| "turn_id": "T1", | |
| "quote": "Omar, can you send the revised proposal by Friday?" | |
| }, | |
| { | |
| "turn_id": "T2", | |
| "quote": "Yes, I will send it by Friday." | |
| } | |
| ], | |
| "needs_review": false, | |
| "review_reasons": [], | |
| "pipeline_flags": [ | |
| "deadline_not_normalized" | |
| ], | |
| "owner_names": [ | |
| "Omar" | |
| ], | |
| "deadline_normalized": null, | |
| "deadline_normalization": { | |
| "rule": null, | |
| "reason": "bare_weekday_ambiguous" | |
| } | |
| } | |
| ], | |
| "decisions": [], | |
| "unresolved_requests": [], | |
| "rejected_records": [] | |
| }, | |
| "validation": { | |
| "raw_output_fully_valid": true, | |
| "rejected_record_count": 0 | |
| } | |
| } |