Instructions to use damianborek/polaris-1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use damianborek/polaris-1 with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("bespokelabs/Bespoke-Nimble-9B") model = PeftModel.from_pretrained(base_model, "damianborek/polaris-1") - Notebooks
- Google Colab
- Kaggle
autonoxis-conductor-9b: LoRA adapter for Bespoke-Nimble-9B (conductor decision/manager tracks)
c67e602 verified Download conductor-questions.json from damianborek/polaris-1: direct link, hf CLI and curl.
- Browser
- Download file 1.55 kB
-
https://huggingface.co/damianborek/polaris-1/resolve/c67e6025f0ee12d898dabeb969b1c31cf79b42a6/conductor-questions.json
- Command line
-
hf download hf://damianborek/polaris-1@c67e6025f0ee12d898dabeb969b1c31cf79b42a6/conductor-questions.json
-
curl -L -o conductor-questions.json https://huggingface.co/damianborek/polaris-1/resolve/c67e6025f0ee12d898dabeb969b1c31cf79b42a6/conductor-questions.json
1.55 kB
| { | |
| "decision": { | |
| "type": "choice", | |
| "instructions": "`packet` describes the current state of an automated engineering lane. What is the next externally visible conductor action? Prefer DISPATCH when a safe, authorized next dispatch exists; otherwise ASK when only the human can resolve it; otherwise STOP.", | |
| "criteria": { | |
| "STOP": "No useful automated dispatch is permitted under the current authority or packet. Halt and report the blocker.", | |
| "ASK": "A human decision, clarification, or additional authority is required before any useful dispatch.", | |
| "DISPATCH": "A bounded worker, verifier, reviewer, or QA action is permitted now, including dispatching fresh verification after rejecting stale evidence." | |
| } | |
| }, | |
| "manager": { | |
| "type": "choice", | |
| "instructions": "`packet` describes a work lane and the evidence returned for it. What is the next externally visible manager action?", | |
| "criteria": { | |
| "ACCEPT": "Evidence is complete and current; close the lane with no further dispatch.", | |
| "VERIFY": "Evidence is missing or stale, but no defect is established; dispatch independent verification.", | |
| "REJECT": "The current candidate or evidence is known invalid or noncompliant; reject it and dispatch repair or replacement when allowed.", | |
| "REOPEN": "A previously accepted or closed lane is invalidated by a later regression or material drift.", | |
| "ESCALATE": "Resolution exceeds frozen scope, authority, security, or spend; ask the owner rather than dispatching mutation." | |
| } | |
| } | |
| } | |