Amazon Sagemaker
Amazon SageMaker is a fully-managed platform that enables developers and data scientists to quickly and easily build, train, and deploy machine learning models at any scale. With Amazon SageMaker, all the barriers and complexity that typically slow down developers who want to use machine learning are removed. The service includes models that can be used together or independently to build, train, and deploy your machine learning models.
Mixtral 8x7B Instruct v0.1 NIM Free trial
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Latest Version:
v1.2.1
Available as a NIM, Mixtral 8x7B Instruct is a sparse MoE LLM that follows instructions, completes requests, and generates creative text.
Product Overview
Mixtral 8x7B Instruct is a language model that can follow instructions, complete requests, and generate creative text formats. Mixtral 8x7B a high-quality sparse mixture of experts model (SMoE) with open weights. This model has been optimized through supervised fine-tuning and direct preference optimization (DPO) for careful instruction following. Mixtral-8x7B-Instruct-v0.1 is an instruct fine-tuned version of the Mixtral-8x7B-v0.1. Mixtral 8x7B Instruct v0.1 is available as an NVIDIA NIM microservice, part of NVIDIA AI Enterprise available on the AWS Marketplace. NIM is a set of easy-to-use microservices designed for secure, reliable deployment of high performance AI model inferencing. This NIM is a prebuilt container that includes inference engines like Triton Inference Server, TensorRT, TensorRT-LLM, and PyTorch. NIM provides features like low latency, high throughput, function calling, metrics export, standard API, optimized profiles & enterprise support.
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Model Package
Highlights
Mixtral 8x7B Instruct is a language model that can follow instructions, complete requests, and generate creative text formats. Mixtral 8x7B a high-quality sparse mixture of experts model (SMoE) with open weights. It is available as an NVIDIA NIM microservice .
NVIDIA NIM, a part of the NVIDIA AI Enterprise software platform available on the AWS Marketplace, is a set of easy-to-use microservices designed for secure, reliable deployment of high performance AI model inferencing.
Not quite sure what you’re looking for? AWS Marketplace can help you find the right solution for your use case. Contact us
Pricing Information
Use this tool to estimate the software and infrastructure costs based your configuration choices. Your usage and costs might be different from this estimate. They will be reflected on your monthly AWS billing reports.
Contact us to request contract pricing for this product.
Estimating your costs
Choose your region and launch option to see the pricing details. Then, modify the estimated price by choosing different instance types.
Version
Region
Software Pricing
Model Realtime Inference$8.00/hr
running on ml.p5.48xlarge
Model Batch Transform$4.00/hr
running on ml.g5.48xlarge
Infrastructure PricingWith Amazon SageMaker, you pay only for what you use. Training and inference is billed by the second, with no minimum fees and no upfront commitments. Pricing within Amazon SageMaker is broken down by on-demand ML instances, ML storage, and fees for data processing in notebooks and inference instances.
Learn more about SageMaker pricing
With Amazon SageMaker, you pay only for what you use. Training and inference is billed by the second, with no minimum fees and no upfront commitments. Pricing within Amazon SageMaker is broken down by on-demand ML instances, ML storage, and fees for data processing in notebooks and inference instances.
Learn more about SageMaker pricing
SageMaker Realtime Inference$113.07/host/hr
running on ml.p5.48xlarge
SageMaker Batch Transform$20.36/host/hr
running on ml.g5.48xlarge
About Free trial
Try this product for 90 days. There will be no software charges, but AWS infrastructure charges still apply. Free Trials will automatically convert to a paid subscription upon expiration.
Model Realtime Inference
For model deployment as Real-time endpoint in Amazon SageMaker, the software is priced based on hourly pricing that can vary by instance type. Additional infrastructure cost, taxes or fees may apply.InstanceType | Realtime Inference/hr | |
|---|---|---|
ml.p5.48xlarge Vendor Recommended | $8.00 |
Usage Information
Model input and output details
Input
Summary
The model accepts JSON requests with parameters on /invocations and /ping APIs that can be used to control the generated text. See examples and fields descriptions below.
Input MIME type
application/jsonSample input data
{
"model": "meta/llama-3.1-8b-instruct",
"messages": "[
{"role": "user", "content": "Hello! How are you?"},
{"role": "assistant", "content": "Hi! I am quite well, how can I help you today?"},
{"role": "user", "content": "What is the capital of France? Give one word answer."}
]",
"max_tokens": 4,
"stream":false
}Output
Summary
The output is a JSON object that has the generated text along with likelihoods of tokens, if requested. See example json.
Output MIME type
application/jsonSample output data
{
"id": "chat-309d59c7f2fd4c9c901f6caf98146a79",
"object": "chat.completion",
"created": 1730857320,
"model": "mistralai/mixtral-8x7b-instruct-v0.1",
"choices": [
{
"index": 0,
"message": {
"role": "assistant",
"content": "Paris\n"
},
"logprobs": null,
"finish_reason": "stop",
"stop_reason": 5
}
],
"usage": {
"prompt_tokens": 51,
"total_tokens": 54,
"completion_tokens": 3
}
}Sample notebook
End User License Agreement
By subscribing to this product you agree to terms and conditions outlined in the product End user License Agreement (EULA)
Support Information
Mixtral 8x7B Instruct v0.1 NIM
Free support via NVIDIA NIM Developer Forum: https://forums.developer.nvidia.com/c/ai-data-science/nvidia-nim/ Global enterprise support is included with an NVIDIA AI Enterprise subscription: https://www.nvidia.com/en-us/data-center/products/ai-enterprise-suite/support/ For additional support information please contact NVIDIA: https://www.nvidia.com/en-us/data-center/lp/aws-marketplace-offer
https://forums.developer.nvidia.com/c/ai-data-science/nvidia-nim/678
AWS Infrastructure
AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.
Learn MoreRefund Policy
No refunds. Please contact NVIDIA at https://www.nvidia.com/en-us/data-center/lp/aws-marketplace-offer/ for further assistance.
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