Laneformer 2B IT

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Laneformer 2B IT is Kogai's language model. A 2B-parameter instruction-tuned text generation model from KogAI built on the Laneformer architecture.
Specifications
Canonical IDkogai-laneformer-2b-it
TypeLanguage
StatusActive
CreatorKogai
Input ModalitiesText
Output ModalitiesText
Parameters2B

Capabilities

Input1/5
Text✓
Image·
Audio·
Video·
PDF·
Output1/5
Text✓
Image·
Audio·
Video·
Embedding·
Capabilities0/13
Reasoning·
Adaptive Reasoning·
Function Calling·
Parallel Function Calling·
Structured Outputs·
Native JSON Schema·
Web Search·
URL Context·
Computer Use·
Code Execution·
File Search·
Prompt Caching·
Assistant Prefill·

Cheapest Instances to Run It

Cloud GPU instances that can host Laneformer 2B IT, ranked by cheapest on-demand price. The model needs about 5 GB of GPU memory at FP16 precision (estimated from its parameter count), so treat the fit as guidance rather than a guarantee.

All clouds
FP16 (full precision)
US Dollar ($)
Instance
Cloud
GPU
VRAM
Price
Cheapest region
Standard_NV4as_v4AzureAMD Radeon Instinct MI2516 GB$0.233/hr
g4ad.xlargeAWSRadeon Pro V5208 GB$0.379/hr
g5g.xlargeAWST4g16 GB$0.420/hr
7 more instances can run Laneformer 2B IT
Unlock the full ranked list and FP8 / INT4 quantization with a CloudPrice subscription.

Model IDs

huggingface-llm-kogai-laneformer-2b-it
kogai-laneformer-2b-it