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Bamba-9B-v1

ibm-ai-platform

We introduce Bamba-9B, a decoder-only language model based on the Mamba-2 architecture and is designed to handle a wide range of text generation tasks. It is trained from scratch using a two-stage training approach. In the first stage, the model is trained on 2 trillion tokens from the Dolma v1.7 dataset. In the second stage, it undergoes additional training on 200 billion tokens, leveraging a carefully curated blend of high-quality data to further refine its performance and enhance output quality. The current release includes the following models: | **Stage** | **Bamba 9B** | **Quantized** | **Note** | |----------------------|----------------------------------------------------------------------|-------------------------------------------------------------------------|-------------------------------------------------------------------| | **Base Model** | ibm-fms/Bamba-9B-v1 | ibm-fms/Bamba-9B-fp8 | Stage 2 pretraining | | **Base Model** | ibm-fms/Bamba-9B-2T | ibm-fms/Bamba-9B-fp8 | Stage 1 pretraining | | **Base Model** | ibm-fms/Bamba-9B-1.8T| ibm-fms/Bamba-9B-fp8 | Intermediate checkpoints during Stage 1, more to come | | **SFT** | coming soon | coming soon | to be released in the next drop | | **DPO** | coming soon | coming soon | to be released in the next drop | For users using our HF versions of the model, you would need to install the latest transformers which includes our newly merged implementation for our Bamba models:

Text generation

Input Text→ Output Text

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Bamba-9B-v2

ibm-ai-platform

基础档案已收录，详细介绍后续补充。可先查看厂商、分类与来源。

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Text generation

Input Text→ Output Text

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llama-160m-accelerator

ibm-ai-platform

基础档案已收录，详细介绍后续补充。可先查看厂商、分类与来源。

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Category pending

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micro-g3.3-8b-instruct-1b

ibm-ai-platform

**Model Summary:** Micro-G3.3-8B-Instruct-1B is a 1-billion parameter micro language model fine-tuned for reasoning and instruction-following capabilities. Built on top of Granite-3.3-8B-Instruct, with only 3 hidden layers, this model is trained to maximize performance and hardware compatibility at minimal compute cost. **Generation:** This is a simple example of how to use Micro-G3.3-8B-Instruct-1B model.

Category pending

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micro-g3.3-8b-instruct-1b-FP8

ibm-ai-platform

基础档案已收录，详细介绍后续补充。可先查看厂商、分类与来源。

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Monthly input tokens 10 MMonthly output tokens 2 M1 M = 1 million tokens · USD
Compares base text-token rates within the same channel

Uses collected, comparable USD-per-million-token rates. Snapshots exclude cache discounts, tiers, extra reasoning output and taxes. Check current source prices.

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Explore AI models 5

Bamba-9B-v1

Bamba-9B-v2

llama-160m-accelerator

micro-g3.3-8b-instruct-1b

micro-g3.3-8b-instruct-1b-FP8

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