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(genai-data-mgmt)= | ||
# Managing gen AI data | ||
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*In this section** | ||
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```{toctree} | ||
:maxdepth: 1 | ||
``` |
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(genai-deployment)= | ||
# Deploying gen AI | ||
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*In this section** | ||
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```{toctree} | ||
:maxdepth: 1 | ||
genai_serving | ||
gpu_utilization | ||
genai_serving_graph | ||
guardrails-deploy | ||
``` |
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(guardrails-deploy)= | ||
# Guardrails for deployment | ||
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Fairness/bias - Ensuring outputs are unbiased and fair, avoiding perpetuation of stereotypes or discriminatory practices. | ||
- Intellectual property and privacy - Protecting the intellectual property rights and the data in the LLMs while safeguarding user privacy. | ||
Toxicity - Filtering out and preventing the generation of harmful or offensive content. | ||
- Regulatory non-compliance - Aligning LLM functionalities with various legal and regulatory standards to avoid compliance issues. | ||
Misuse - Preventing the exploitation of LLMs for unethical or malicious purposes. | ||
Hallucination - Minimizing the risk of LLMs generating factually incorrect or misleading information. |
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(genai-development)= | ||
# Developing a gen AI pipeline | ||
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*In this section** | ||
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```{toctree} | ||
:maxdepth: 1 | ||
``` |
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(genai-live-ops)= | ||
# Developing a gen AI pipeline | ||
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*In this section** | ||
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```{toctree} | ||
:maxdepth: 1 | ||
``` |