Mamba 2.8B on Replicate API

Name: Mamba 2.8B on Replicate API
Brand: State Spaces
SKU: mamba-2.8b-replicate

Mamba · State Spaces

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Last refreshed 2026-05-19. Next refresh: weekly.

Why use Mamba 2.8B on Replicate API?

Replicate API offers Mamba 2.8B with competitive pricing. Replicate is a cloud-based platform that enables users to run machine learning models easily and efficiently.

Input / 1M

Output / 1M

Cache

Not sourced

Batch

Not sourced

Setup recipe

Python + curl

Install

pip install replicate

Auth

export REPLICATE_API_TOKEN=...

Call

import replicate
output = replicate.run(
    "adirik/mamba-2.8b",
    input={"prompt": "Hello"}

Model ID

adirik/mamba-2.8b

Request example

import replicate

# reads REPLICATE_API_TOKEN from env
# adirik/mamba-2.8b format: "owner/model-name" (latest version) or "owner/model-name:version-hash"
output = replicate.run(
    "adirik/mamba-2.8b",
    input={"prompt": "Hello"}
)
# Output is a list or generator depending on the model
print("".join(output))

Gotchas

Use provider model ID "adirik/mamba-2.8b", not the LLMReference slug "mamba-2.8b".
Replicate uses "owner/model-name" format (e.g. "meta/meta-llama-3-8b-instruct") for the latest version, or "owner/model-name:version-sha" to pin to a specific version. The REST endpoint splits owner and model-name into the path: /v1/models/{owner}/{model-name}/predictions.
The examples expect REPLICATE_API_TOKEN; rename it only if your application config maps the new variable.