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docs/genai/02_external_llms/01_llm_access.mdx

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Broadly it facilitates:
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- **Route requests** via configurations that can allow for fallbacks, load balance, etc
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- **Observability** via the control pane that displays your usage statistics and logs. You can retrive your logs via an API.
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- **Prompt management** via the prompt playground. You can compare the respone for a prompt across multiple LLMs, collaborate with your team and export your prompts.
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- **Observability** via the control pane that displays your usage statistics and logs. You can retrieve your logs via an API.
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- **Prompt management** via the prompt playground. You can compare the response for a prompt across multiple LLMs, collaborate with your team and export your prompts.
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- **Guardrails** usage by allowing you to define them or integrate with third party guardrails.
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- **Agentic workflows** by integrating with various agentic frameworks like langchain, llamaindex, etc.
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- **Security & Governance** by allowing you to set budget and rate limits on the API keys created for your workspace

docs/hpc/03_storage/01_intro_and_data_management.mdx

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#### HPC Vast
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The HPC Vast all-flash file system is the HPC file system where users store research data needed during the analysis phase of their research projects, particuarly for high I/O data that can bottleneck on the scratch file system. The Vast file system provides ***temporary*** storage for datasets needed for running jobs.
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The HPC Vast all-flash file system is the HPC file system where users store research data needed during the analysis phase of their research projects, particularly for high I/O data that can bottleneck on the scratch file system. The Vast file system provides ***temporary*** storage for datasets needed for running jobs.
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Files stored in the HPC vast file system are subject to the <ins>***HPC Vast old file purging policy:*** Files on the `/vast` file system that have not been accessed for **60 or more days** will be purged.</ins>
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docs/hpc/10_training_and_support/01_training_at_nyu.mdx

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# HPC training at NYU
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### Workshops offered by the HPC team at the library:
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The HPC team offers multiple workshops at the library covering various aspects of HPC usage from novice to advanced level. You can find the list of available HPC couses [can be viewed at nyu.libcal.com](https://nyu.libcal.com/calendar?cid=1564&t=d&d=0000-00-00&cal=1564&ct=6016).
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The HPC team offers multiple workshops at the library covering various aspects of HPC usage from novice to advanced level. You can find the list of available HPC coruses [can be viewed at nyu.libcal.com](https://nyu.libcal.com/calendar?cid=1564&t=d&d=0000-00-00&cal=1564&ct=6016).
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### HPC Caprentry tutorials for Greene
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docs/hpc/11_spec_sheet.mdx

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- RPS is backed up. There is no file purging policy on RPS.
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- There is a _cost per TB per year_, and _inodes per year_ for RPS volumes.
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Please find more inforamtion at \[Research Project Space page].
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Please find more information at \[Research Project Space page].
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## Data Transfer Nodes (gDTN)

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