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57 update serverless components by montanalow · Pull Request #1584 · postgresml/postgresml · GitHub
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update serverless components #1584

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Merged
merged 2 commits into from
Jul 23, 2024
Merged

update serverless components #1584

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11657c9
update serverless components
montanalow Jul 23, 2024
afb4440
update descriptions
montanalow Jul 23, 2024
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47 changes: 27 additions & 20 deletions pgml-dashboard/src/components/tables/serverless_models/mod.rs
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Original file line number Diff line number Diff line change
Expand Up @@ -8,7 +8,7 @@ use sailfish::TemplateOnce;
pub struct ServerlessModels {
style_type: String,
embedding_models: [Component; 4],
instruct_models: [Component; 5],
instruct_models: [Component; 6],
summarization_models: [Component; 1],
}

Expand Down Expand Up @@ -48,46 +48,53 @@ impl ServerlessModels {
],
instruct_models: [
Component::from(Row::new(&[
"meta-llama/Meta-Llama-3.1-70B-Instruct".into(),
"70,000".into(),
"70,000".into(),
"8,000".into(),
"meta-llama/Meta-Llama-3.1-405B-Instruct".into(),
"405".into(),
"405".into(),
"128k".into(),
"Highest quality".into(),
])),
Component::from(Row::new(&[
"meta-llama/Meta-Llama-3.1-70B-Instruct".into(),
"70".into(),
"70".into(),
"128k".into(),
"High quality".into(),
])),
Component::from(Row::new(&[
"meta-llama/Meta-Llama-3.1-8B-Instruct".into(),
"8,000".into(),
"8,000".into(),
"8,000".into(),
"High quality, low latency".into(),
"8".into(),
"8".into(),
"128k".into(),
"Low latency".into(),
])),
Component::from(Row::new(&[
"microsoft/Phi-3-mini-128k-instruct".into(),
"3,820".into(),
"3,820".into(),
"128,000".into(),
"3.8".into(),
"3.8".into(),
"128k".into(),
"Lowest latency".into(),
])),
Component::from(Row::new(&[
"mistralai/Mixtral-8x7B-Instruct-v0.1".into(),
"56,000".into(),
"12,900".into(),
"32,768".into(),
"56".into(),
"12.9".into(),
"32k".into(),
"MOE high quality".into(),
])),
Component::from(Row::new(&[
"mistralai/Mistral-7B-Instruct-v0.2".into(),
"7,000".into(),
"7,000".into(),
"32,768".into(),
"High quality, low latency".into(),
"7".into(),
"7".into(),
"32k".into(),
"Low latency".into(),
])),
],
summarization_models: [Component::from(Row::new(&[
"google/pegasus-xsum".into(),
"568".into(),
"512".into(),
"8,000".into(),
"8k".into(),
]))],
}
}
Expand Down
6 changes: 3 additions & 3 deletions pgml-dashboard/src/components/tables/serverless_models/template.html
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Original file line number Diff line number Diff line change
Expand Up @@ -24,8 +24,8 @@ <h4 class="<%- heading_style %>">Instruct Models</h4>
<div class="mb-5">
<%+ Table::new(&[
"Name",
"Parameters (M)",
"Active Parameters (M)",
"Parameters (B)",
"Active Parameters (B)",
"Context size",
"Strengths",
], &instruct_models) %>
Expand All @@ -35,7 +35,7 @@ <h4 class="<%- heading_style %>">Summarization Models</h4>
<div class="mb-5">
<%+ Table::new(&[
"Name",
"Parameters (M)",
"Parameters (B)",
"Context size",
"Strengths",
], &summarization_models) %>
Expand Down








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