From 11657c9562409206009172e22bd42566c87af5b2 Mon Sep 17 00:00:00 2001
From: Montana Low <montana.low@gmail.com>
Date: Tue, 23 Jul 2024 13:47:12 -0700
Subject: [PATCH 1/2] update serverless components

---
 .../tables/serverless_models/mod.rs           | 41 +++++++++++--------
 .../tables/serverless_models/template.html    |  6 +--
 2 files changed, 27 insertions(+), 20 deletions(-)

diff --git a/pgml-dashboard/src/components/tables/serverless_models/mod.rs b/pgml-dashboard/src/components/tables/serverless_models/mod.rs
index 0249250b0..7ad87104b 100644
--- a/pgml-dashboard/src/components/tables/serverless_models/mod.rs
+++ b/pgml-dashboard/src/components/tables/serverless_models/mod.rs
@@ -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],
 }
 
@@ -47,39 +47,46 @@ impl ServerlessModels {
                 ])),
             ],
             instruct_models: [
+                Component::from(Row::new(&[
+                    "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(),
-                    "70,000".into(),
-                    "70,000".into(),
-                    "8,000".into(),
+                    "70".into(),
+                    "70".into(),
+                    "128k".into(),
                     "Highest quality".into(),
                 ])),
                 Component::from(Row::new(&[
                     "meta-llama/Meta-Llama-3.1-8B-Instruct".into(),
-                    "8,000".into(),
-                    "8,000".into(),
-                    "8,000".into(),
+                    "8".into(),
+                    "8".into(),
+                    "128k".into(),
                     "High quality, 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(),
+                    "7".into(),
+                    "7".into(),
+                    "32k".into(),
                     "High quality, low latency".into(),
                 ])),
             ],
@@ -87,7 +94,7 @@ impl ServerlessModels {
                 "google/pegasus-xsum".into(),
                 "568".into(),
                 "512".into(),
-                "8,000".into(),
+                "8k".into(),
             ]))],
         }
     }
diff --git a/pgml-dashboard/src/components/tables/serverless_models/template.html b/pgml-dashboard/src/components/tables/serverless_models/template.html
index fda7d69fb..7c609a2fc 100644
--- a/pgml-dashboard/src/components/tables/serverless_models/template.html
+++ b/pgml-dashboard/src/components/tables/serverless_models/template.html
@@ -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) %>
@@ -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) %>

From afb444060b86d2c1f115d8411cf836070daa4e0a Mon Sep 17 00:00:00 2001
From: Montana Low <montana.low@gmail.com>
Date: Tue, 23 Jul 2024 13:50:14 -0700
Subject: [PATCH 2/2] update descriptions

---
 .../src/components/tables/serverless_models/mod.rs          | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/pgml-dashboard/src/components/tables/serverless_models/mod.rs b/pgml-dashboard/src/components/tables/serverless_models/mod.rs
index 7ad87104b..e81ac0fc8 100644
--- a/pgml-dashboard/src/components/tables/serverless_models/mod.rs
+++ b/pgml-dashboard/src/components/tables/serverless_models/mod.rs
@@ -59,14 +59,14 @@ impl ServerlessModels {
                     "70".into(),
                     "70".into(),
                     "128k".into(),
-                    "Highest quality".into(),
+                    "High quality".into(),
                 ])),
                 Component::from(Row::new(&[
                     "meta-llama/Meta-Llama-3.1-8B-Instruct".into(),
                     "8".into(),
                     "8".into(),
                     "128k".into(),
-                    "High quality, low latency".into(),
+                    "Low latency".into(),
                 ])),
                 Component::from(Row::new(&[
                     "microsoft/Phi-3-mini-128k-instruct".into(),
@@ -87,7 +87,7 @@ impl ServerlessModels {
                     "7".into(),
                     "7".into(),
                     "32k".into(),
-                    "High quality, low latency".into(),
+                    "Low latency".into(),
                 ])),
             ],
             summarization_models: [Component::from(Row::new(&[

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