North.ML 1.5-1.6 Series
Collection
The full series of north.ml 1.5-1.6 series. Unfinished as of now. Uses custom architecture and may be hard to convert. Use at your own risk. • 2 items • Updated • 1
Wind Arc 1.5 — Preview
An early experimental release from the Wind Arc line. This model is significantly behind Wind Edge 1.6 — treat it as a research artifact, not a usable assistant.
North ML · Wind Edge 1.6 – Geode
⚠️ Preview release. Underperforms Wind Edge 1.6 by roughly 50% across benchmarks. Not recommended for any practical use.
Overview
Wind Arc 1.5 Preview exists to document an early training run and architectural experiment. It is not a capable model by any standard measure. Published for transparency and research continuity — the stable Wind Arc line will be a full rebuild.
Benchmark Results
| Task | Score | Notes |
|---|---|---|
| MMLU (boosted) | 0.08 / 1.00 | Boosted eval with few-shot scaffolding |
On MMLU: 0.08 on a boosted protocol means near-random performance even with prompt engineering assistance. Raw 0-shot will score lower. Wind Edge 1.6 scores roughly 2× this across comparable tasks. This model is not competitive.
Usage
from transformers import AutoModelForCausalLM, AutoTokenizer
model = AutoModelForCausalLM.from_pretrained("arthu1/wind-arc-1-5-preview")
tokenizer = AutoTokenizer.from_pretrained("arthu1/wind-arc-1-5-preview")
inputs = tokenizer("You are Wind Arc, a helpful AI assistant.\nUser: ", return_tensors="pt")
output = model.generate(**inputs, max_new_tokens=512, temperature=0.6, top_p=0.9)
print(tokenizer.decode(output[0], skip_special_tokens=True))
Chat Template
<|im_start|>system
You are Wind-Arc-1.5, a compact AI assistant model. You are not a human.<|im_end|>
<|im_start|>user
{your message}<|im_end|>
<|im_start|>assistant
<think>
</think>
Why Publish This?
Wind Arc 1.5 Preview is published as a training checkpoint for research reference. The gap between this and Wind Edge 1.6 informs the architectural changes planned for the stable Wind Arc release.
Model Details
| Property | Value |
|---|---|
| Architecture | Causal LM (decoder-only) |
| Status | Preview / Experimental |
| Org | north-ml1 |
License
MIT