Update Ollama Cloud models. Add generator for model files.

packages/core/script/generate-ollama-cloud.ts

@@ -0,0 +1,183 @@
+#!/usr/bin/env bun
+
+/**
+ * Generates model files from the data in Ollama Cloud's API.
+ *
+ * Ollama Cloud does not provide some data fields, such as release date or
+ * knowledge cutoff. The `family` field provided by Ollama Cloud may not match
+ * the values in family.ts. We expect that when TOML validaton fails, the
+ * maintainer will manually source those data points (such as from other
+ * provider TOML files, or from the internet at large). This script preserves
+ * those fields when overwriting Ollama Cloud's TOML files.
+ */
+
+import { z } from "zod";
+import path from "node:path";
+
+const modelsDir = path.join(
+  import.meta.dirname,
+  "..",
+  "..",
+  "..",
+  "providers",
+  "ollama-cloud",
+  "models"
+);
+
+function modelFileName(modelName: string): string {
+  return modelName + ".toml";
+}
+
+const OllamaTagsResponse = z.object({
+  models: z.array(
+    z.object({
+      name: z.string(),
+    })
+  ),
+});
+
+type OllamaTagsResponse = z.infer<typeof OllamaTagsResponse>;
+
+const OllamaModelDetails = z.object({
+  modified_at: z.string(),
+  details: z.object({
+    parent_model: z.string(),
+    format: z.string(),
+    family: z.string(),
+    families: z.array(z.string()).nullable(),
+    parameter_size: z.string().transform(Number),
+    quantization_level: z.string(),
+  }),
+  model_info: z.record(z.union([z.string(), z.number()])),
+  capabilities: z.array(z.enum(["thinking", "completion", "tools", "vision"])),
+});
+
+type OllamaModelDetails = z.infer<typeof OllamaModelDetails>;
+
+function generateToml(
+  modelName: string,
+  data: OllamaModelDetails & {
+    release_date?: string;
+    knowledge?: string;
+    family: string;
+    output: number;
+  }
+): string {
+  const capabilities = data.capabilities;
+  const modelInfo = data.model_info;
+  const contextLength =
+    (modelInfo[`${data.details.family}.context_length`] as number) ?? 0;
+
+  const lines: string[] = [];
+  const attachment = capabilities.includes("vision"); // Copied from generate-venice.ts
+
+  lines.push(`name = "${modelName}"`);
+  lines.push(`family = "${data.family}"`);
+  lines.push(`attachment = ${attachment}`);
+  lines.push(`reasoning = ${capabilities.includes("thinking")}`);
+  lines.push(`tool_call = ${capabilities.includes("tools")}`);
+  if (data.release_date) {
+    lines.push(`release_date = "${data.release_date}"`);
+  }
+  if (data.knowledge) {
+    lines.push(`knowledge = "${data.knowledge}"`);
+  }
+  lines.push(`last_updated = "${new Date().toISOString().slice(0, 10)}"`);
+  lines.push(`open_weights = true`);
+  lines.push("");
+  lines.push("[limit]");
+  lines.push(`context = ${contextLength}`);
+  lines.push(`output = ${data.output}`);
+  lines.push("");
+  lines.push("[modalities]");
+  lines.push(`input = ${capabilities.includes("vision") ? '["text", "image"]' : '["text"]'}`);
+  lines.push('output = ["text"]');
+  return lines.join("\n") + "\n";
+}
+
+const tagsResponse = await fetch("https://ollama.com/api/tags");
+if (!tagsResponse.ok) {
+  console.error(
+    `Failed to fetch tags: ${tagsResponse.status} ${tagsResponse.statusText}`
+  );
+  process.exit(1);
+}
+
+const tagsJson = await tagsResponse.json();
+const tagsParsed = OllamaTagsResponse.safeParse(tagsJson);
+if (!tagsParsed.success) {
+  console.error("Invalid tags response:", tagsParsed.error.errors);
+  process.exit(1);
+}
+const tagsData: OllamaTagsResponse = tagsParsed.data;
+const modelNames = tagsData.models.map((m) => m.name);
+
+console.log(`Fetching details for ${modelNames.length} models...`);
+
+const modelsData: Array<{ name: string; data: OllamaModelDetails }> = [];
+for (const modelName of modelNames) {
+  const showResponse = await fetch("https://ollama.com/api/show", {
+    method: "POST",
+    headers: { "Content-Type": "application/json" },
+    body: JSON.stringify({ model: modelName }),
+  });
+
+  if (!showResponse.ok) {
+    console.error(
+      `Failed to fetch details for ${modelName}: ${showResponse.status} ${showResponse.statusText}`
+    );
+    process.exit(1);
+  }
+
+  const showJson = await showResponse.json();
+  const showParsed = OllamaModelDetails.safeParse(showJson);
+  if (!showParsed.success) {
+    console.error(
+      `Invalid response for ${modelName}:`,
+      showParsed.error.errors
+    );
+    process.exit(1);
+  }
+
+  modelsData.push({ name: modelName, data: showParsed.data });
+}
+
+console.log(`Fetched all models. Writing new files...`);
+
+type ExistingMetadata = {
+  release_date: string;
+  knowledge?: string;
+  family: string;
+};
+
+let created = 0;
+for (const { name, data } of modelsData) {
+  const fileName = modelFileName(name);
+  const filePath = path.join(modelsDir, fileName);
+
+  let metadata: ExistingMetadata = {};
+  try {
+    const existingToml = await Bun.file(filePath).text();
+    const parsed = Bun.TOML.parse(existingToml);
+    const { release_date, knowledge, family } = parsed as ExistingMetadata;
+    metadata = { release_date, knowledge, family };
+  } catch {
+    // File doesn't exist
+  }
+
+  Object.assign(
+    data,
+    metadata,
+    // Not provided by Ollama API. Zero appears to be the appropriate "unknown
+    // value" value.
+    { output: 0 }
+  );
+
+  data.family = data.family ?? data.details.family;
+
+  await Bun.write(filePath, generateToml(name, data));
+  console.log(`Created: ${fileName}`);
+  created++;
+}
+
+console.log(`\nDone. Created ${created}`);

providers/ollama-cloud/models/cogito-2.1:671b.toml

@@ -0,0 +1,16 @@
+name = "cogito-2.1:671b"
+family = "cogito"
+attachment = false
+reasoning = true
+tool_call = true
+release_date = "2025-11-19"
+last_updated = "2026-01-18"
+open_weights = true
+
+[limit]
+context = 163840
+output = 0
+
+[modalities]
+input = ["text"]
+output = ["text"]

providers/ollama-cloud/models/deepseek-v3.1:671b-cloud.toml → providers/ollama-cloud/models/deepseek-v3.1:671b.toml

@@ -1,17 +1,15 @@
-name = "DeepSeek-V3.1 671B"
+name = "deepseek-v3.1:671b"
 family = "deepseek"
-release_date = "2025-08-21"
-last_updated = "2025-08-21"
 attachment = false
 reasoning = true
 tool_call = true
-structured_output = true
-temperature = true
+release_date = "2025-08-21"
+last_updated = "2026-01-18"
 open_weights = true
 
 [limit]
-context = 160_000
-output = 8_192
+context = 163840
+output = 0
 
 [modalities]
 input = ["text"]

providers/ollama-cloud/models/deepseek-v3.2.toml

@@ -0,0 +1,16 @@
+name = "deepseek-v3.2"
+family = "deepseek"
+attachment = false
+reasoning = true
+tool_call = true
+release_date = "2025-06-15"
+last_updated = "2026-01-18"
+open_weights = true
+
+[limit]
+context = 163840
+output = 0
+
+[modalities]
+input = ["text"]
+output = ["text"]

providers/ollama-cloud/models/devstral-2:123b.toml

@@ -0,0 +1,16 @@
+name = "devstral-2:123b"
+family = "devstral"
+attachment = false
+reasoning = false
+tool_call = true
+release_date = "2025-12-09"
+last_updated = "2026-01-18"
+open_weights = true
+
+[limit]
+context = 262144
+output = 0
+
+[modalities]
+input = ["text"]
+output = ["text"]

providers/ollama-cloud/models/devstral-small-2:24b.toml

@@ -0,0 +1,16 @@
+name = "devstral-small-2:24b"
+family = "devstral"
+attachment = true
+reasoning = false
+tool_call = true
+release_date = "2025-12-09"
+last_updated = "2026-01-18"
+open_weights = true
+
+[limit]
+context = 262144
+output = 0
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]

providers/ollama-cloud/models/gemini-3-flash-preview.toml

@@ -0,0 +1,17 @@
+name = "gemini-3-flash-preview"
+family = "gemini-flash"
+attachment = false
+reasoning = true
+tool_call = true
+release_date = "2025-12-17"
+knowledge = "2025-01"
+last_updated = "2026-01-18"
+open_weights = true
+
+[limit]
+context = 1048576
+output = 0
+
+[modalities]
+input = ["text"]
+output = ["text"]

providers/ollama-cloud/models/gemini-3-pro-preview.toml

@@ -0,0 +1,16 @@
+name = "gemini-3-pro-preview"
+family = "gemini-pro"
+attachment = true
+reasoning = true
+tool_call = true
+release_date = "2025-11-18"
+last_updated = "2026-01-18"
+open_weights = true
+
+[limit]
+context = 1048576
+output = 0
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]

providers/ollama-cloud/models/gemma3:12b.toml

@@ -0,0 +1,16 @@
+name = "gemma3:12b"
+family = "gemma"
+attachment = true
+reasoning = false
+tool_call = false
+release_date = "2024-12-01"
+last_updated = "2026-01-18"
+open_weights = true
+
+[limit]
+context = 131072
+output = 0
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]

providers/ollama-cloud/models/gemma3:27b.toml

@@ -0,0 +1,16 @@
+name = "gemma3:27b"
+family = "gemma"
+attachment = true
+reasoning = false
+tool_call = false
+release_date = "2025-07-27"
+last_updated = "2026-01-18"
+open_weights = true
+
+[limit]
+context = 131072
+output = 0
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]