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Kolibri 1

Active Parameters

78B

Context Length

262K

Modality

Text

Architecture

Mixture of Experts (MoE)

License

Apache 2.0

Release Date

2 Oct 2026

Knowledge Cutoff

-

API Pricing (per 1M)

Self-hosted only

System Requirements

VRAM requirements for different quantization methods and context sizes

1,024 tokens

154.15 GB VRAM

Consumer

8x RTX 4090

24GB VRAM

Datacenter

3x NVIDIA A100

80GB VRAM

Apple Silicon

2x Apple M3 Max

128GB VRAM

262,144 tokens

180.30 GB VRAM

Consumer

9x RTX 4090

24GB VRAM

Datacenter

3x NVIDIA A100

80GB VRAM

Apple Silicon

2x Apple M3 Max

128GB VRAM

Architecture Diagram

Input TokensToken EmbeddingPosition: RoPEHidden: 2.6k · Context: 262K · Vocab: 128kx 50 layersRMSNormPre-AttentionGrouped-Query Attention48Q / 4KV heads · SW: 513Head dim: 128+RMSNormPre-FFNSparse MoE FFN (6/384 experts)SwiGLUIntermediate: 512+Final RMSNormOutput Logits

Evaluation Benchmarks

No evaluation benchmarks for Kolibri 1 available.

Rankings

Overall Rank

-

Coding Rank

-

About Kolibri 1

Kolibri 1 is an open foundation language model released by Aleph Alpha featuring native causal language modeling architectures. It is designed for European multilingual processing, enterprise compliance, and general reasoning tasks.

Technical Specifications

Attention

Attention Structure

Grouped-Query Attention

Attention Heads

48

Key-Value Heads

4

Attention Head Dimension

128

Position Embedding

ROPE

RoPE Theta

10,000

Sliding Window Attention

Yes

Sliding Window Size

513

Sliding Window Ratio

80.0%

Linear Attention

No

Linear Attention Ratio

-

Normalization

RMS Normalization

Activation Function

SwigLU

Dimensions

Auxiliary Parameters

-

Hidden Dimension Size

2,560

Number of Layers

50

FFN Intermediate Size (Dense)

-

Multi-Token Prediction Heads

-

Tokenizer

Vocabulary Size

128,000

Mixture of Experts

Total Expert Parameters

3.5B

Number of Experts

384

Active Experts

6

Shared Experts

1

FFN Intermediate Size (per Expert)

512

Dense Layers Before MoE

0

About Kolibri

The Kolibri model family developed by Aleph Alpha.


Other Kolibri Models
  • No related models available