thinkingmachines / image-text-to-text Open weights Also via API updated 2 months ago

Inkling

Inkling is a general-purpose multimodal model that accepts text, image and audio inputs and generates text outputs. It is intended for use in English and other languages, and across multiple coding languages. The model is designed to be used by developers building AI-powered applications, including agentic and tool-use systems, coding assistants, chatbots, and retrieval-augmented generation systems, and is suitable f...

Params
952.4 B
Context
—
Downloads 30d
1.4 M
Likes
1,823
Commercial use: allowed apache-2.0 Not gated SAFETENSORS View on Hugging Face ↗

Download history

daily snapshots · 19 days
1.4 M833 K
Oct 5Oct 11Oct 17Oct 23

Can you run it?

Estimated VRAM at 8K context unless noted. Pick your hardware to see the verdict per quantization.

FileQuantSizeEst. VRAMVerdict on RTX 4090 · 24 GB
model.safetensors bf16 1,904.8 GB 2,238.6 GB ❌ Won’t fit
Estimate: file size × 1.1 + KV cache at 8K + 0.5 GB overhead. Not a benchmark — how we calculate this.

Use via API

via OpenRouter · USD per 1M tokens · synced 2026-10-23
$1.00
input / 1M
$4.05
output / 1M
$0.17
cached input / 1M
$5.05
1M in + 1M out
:free variant Free in · Free out
Context window
524,288 tokens
Max output
471,859 tokens
Providers
1
Cheapest provider
Together · $1.00 / $4.05
Best throughput
—
AA Intelligence / Coding / Agentic
25 / 52.1 / 22.5
✓ Tool calling ✓ Reasoning ✗ Structured outputs ✓ Image input ✗ File input ✓ Audio input ✓ Prompt caching

Specifications

Architecture
InklingForConditionalGeneration
Parameters
952.4 B
Tensor type
BF16
Licence
apache-2.0
First seen on the Hub
2026-07-14
Training datasets
undisclosed
Added to our catalog
2026-10-05
Compare with any image-text-to-text model