Specification

Release date: 5 Jun 2026
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
Openness: open-weights
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
License: apache-2.0
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
Architecture: Cohere2MoeForCausalLM
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
Parameters: 30.5B
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
File size: 61.0 GB
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
Hugging Face repo: CohereLabs/North-Mini-Code-1.0
Source:OpenRouter public model & pricing listingT2observed 2 h agomedium
Pipeline tag: text-generation
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
Model card: huggingface.co/CohereLabs/North-Mini-Code-1.0
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
Downloads: 11,283
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
Likes: 565
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
Gated: No
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
Last modified: 2026-06-15T04:32:41+00:00
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
Library name: transformers
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
Downloads all time: 77,467
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
Model type: cohere2_moe
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
Openrouter id: cohere/north-mini-code
Source:OpenRouter public model & pricing listingT2observed 2 h agomedium
Tags: transformers, safetensors, cohere2_moe, text-generation, chat, code, agent
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
Weights dtype: BF16
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium

Each value shows its source, tier and observation time. Conflicting claims are kept side by side and flagged — never averaged. How AI Atlas records facts →

Provenance

Attributed facts

19

Source tiers

T219

Freshest observation

2 h ago

Conflicts

None

Modalities

Modalities unavailable.

Capabilities

Tool calling
Unavailable
Structured output
Unavailable
Reasoning
Unavailable
Vision
Unavailable
Audio
Unavailable
Fine-tuning available
Unavailable

No capability flags have been observed from a source yet — we do not infer them.

No structured attributes yet.

No benchmark results recorded

Results appear when a tier 1–3 source publishes them; we never copy scores without a source.

Current prices

Current prices per 1M tokens
Provider	Input / 1M	Output / 1M	Cached in	Batch in / out	Context	Observed	Source
Cohere APIcohere/north-mini-code:free	$0	$0	—	—	256K	42 min ago	openrouter.aiT2

USD per 1M tokens as published by each provider (USD). Rows are append-only: every change is kept in the history below.

Available through 1

Cohere API

Price history

Input price · USD / 1M tokens

Output price · USD / 1M tokens

Cohere API

Estimated

Memory need = bytes per parameter (4-bit ≈ 0.5 × 1.15 overhead, 8-bit 1.0, fp16 2.0) + a KV-cache allowance. Not a measurement.

Estimated hardware fit
Hardware	Quantization	Memory	Est. need	Fits
Apple M3 Ultra	4bit	—	18.0 GB	Yes
AMD Instinct MI325X	4bit	256 GB	18.0 GB	Yes
AMD Instinct MI300X	4bit	192 GB	18.0 GB	Yes
Apple M2 Ultra	4bit	—	18.0 GB	Yes
NVIDIA B200	4bit	180 GB	18.0 GB	Yes
NVIDIA H200	4bit	141 GB	18.0 GB	Yes
Apple M1 Ultra	4bit	—	18.0 GB	Yes
Apple M3 Max	4bit	—	18.0 GB	Yes
Apple M4 Max	4bit	—	18.0 GB	Yes
NVIDIA DGX Spark	4bit	128 GB	18.0 GB	Yes
Apple M2 Max	4bit	—	18.0 GB	Yes
NVIDIA A100 80GB	4bit	80 GB	18.0 GB	Yes
NVIDIA H100 SXM	4bit	80 GB	18.0 GB	Yes
Apple M1 Max	4bit	—	18.0 GB	Yes
Apple M4 Pro	4bit	—	18.0 GB	Yes
Apple M3 Pro	4bit	—	18.0 GB	Yes
Apple M1 Pro	4bit	—	18.0 GB	Yes
Apple M2 Pro	4bit	—	18.0 GB	Yes
Apple M4	4bit	—	18.0 GB	Yes
NVIDIA GeForce RTX 5090	4bit	32 GB	18.0 GB	Yes
Apple M2	4bit	—	18.0 GB	Yes
Apple M3	4bit	—	18.0 GB	Yes
NVIDIA GeForce RTX 3090	4bit	24 GB	18.0 GB	Yes
NVIDIA GeForce RTX 4090	4bit	24 GB	18.0 GB	Yes
Apple M1	4bit	—	18.0 GB	No

No lineage recorded

Lineage comes from explicit `derived_from`, `fine_tuned_from`, `distilled_from` and `quantized_from` relations stated by sources.

Papers 0

No papers linked yet.

Repositories 0

No repositories linked yet.

As of

Rewind the record: see this entity's attributes exactly as AI Atlas knew them on a given day.

Claim history · Weights dtype

1 claims · 1 propertiesShow all properties

Weights dtypeweights_dtype1

Claim history for Weights dtype
Value	Valid from → to	Status	Source	Confidence	Extractor
BF16	11 Sept 2026 21:31 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Claims are temporal and append-only: a new observation closes the previous claim (valid_to) instead of overwriting it. Conflicting claims from different sources are kept side by side and flagged — never averaged. Methodology →

11 Sept 2026
New modelModelNorth Mini Code (free)Cohere
New model: North Mini Code (free) (Cohere)
openrouter
openrouter.ai
11 Sept 2026
Listed by providerModelNorth Mini Code (free)Cohere
Cohere API lists North Mini Code (free) at $0 in / $0 out per 1M tokens
openrouter
openrouter.ai

Full timeline →

Source documents
Source	Document	Type	Tier	Last observed	Snapshots
OpenRouter public model & pricing listing	openrouter.ai/api/v1/models	catalogue	T2· Quality secondary	42 min ago	2
Hugging Face Hub (public pages, model cards, papers)	huggingface.co/CohereLabs/North-Mini-Code-1.0/raw/main/README.md	model_card	T2· Quality secondary	1 h ago	1
Hugging Face Hub (public pages, model cards, papers)	huggingface.co/CohereLabs/North-Mini-Code-1.0	model_page	T2· Quality secondary	2 h ago	1
Hugging Face Hub (public pages, model cards, papers)	huggingface.co/models?author=CohereLabs&p=0&sort=downloads	listing	T2· Quality secondary	2 h ago	2

Tier 1 = official/primary, 2 = quality secondary, 3 = community, 4 = unverified. Every snapshot is archived; see all sources and the methodology.