Add hacks because Cloudfront config limits on the 405b model files

llama_toolchain/cli/download.py

@@ -10,7 +10,6 @@ import os
 import shutil
 import time
 from pathlib import Path
-from typing import Optional
 
 import httpx
 
@@ -24,6 +23,7 @@ from llama_models.llama3_1.api.datatypes import (
 from llama_models.llama3_1.api.sku_list import (
     llama3_1_model_list,
     llama_meta_folder_path,
+    llama_meta_pth_size,
 )
 
 from llama_toolchain.cli.subcommand import Subcommand
@@ -121,18 +121,21 @@ safetensors files to avoid downloading duplicate weights.
         gpus = model.hardware_requirements.gpu_count
         files = [
             "tokenizer.model",
+            "params.json",
         ]
-        files.extend([f"consolidated.{i:02d}.pth" for i in range(gpus)])
         if model.quantization_format == CheckpointQuantizationFormat.fp8_mixed:
             files.extend([f"fp8_scales_{i}.pt" for i in range(gpus)])
+        files.extend([f"consolidated.{i:02d}.pth" for i in range(gpus)])
 
         folder_path = llama_meta_folder_path(model)
+        pth_size = llama_meta_pth_size(model)
 
         # I believe we can use some concurrency here if needed but not sure it is worth it
         for f in files:
             output_file = str(output_dir / f)
             url = meta_url.replace("*", f"{folder_path}/{f}")
-            downloader = ResumableDownloader(url, output_file)
+            total_size = pth_size if "consolidated" in f else 0
+            downloader = ResumableDownloader(url, output_file, total_size)
             asyncio.run(downloader.download())
 
     def _run_download_cmd(self, args: argparse.Namespace):
@@ -151,16 +154,25 @@ safetensors files to avoid downloading duplicate weights.
 
 
 class ResumableDownloader:
-    def __init__(self, url: str, output_file: str, buffer_size: int = 32 * 1024):
+    def __init__(
+        self,
+        url: str,
+        output_file: str,
+        total_size: int = 0,
+        buffer_size: int = 32 * 1024,
+    ):
         self.url = url
         self.output_file = output_file
         self.buffer_size = buffer_size
-        self.total_size: Optional[int] = None
+        self.total_size = total_size
         self.downloaded_size = 0
         self.start_size = 0
         self.start_time = 0
 
     async def get_file_info(self, client: httpx.AsyncClient) -> None:
+        if self.total_size > 0:
+            return
+
         response = await client.head(self.url, follow_redirects=True)
         response.raise_for_status()
         self.url = str(response.url)  # Update URL in case of redirects
@@ -192,22 +204,36 @@ class ResumableDownloader:
                     f"Not enough disk space to download `{self.output_file}`"
                 )
 
-            headers = {"Range": f"bytes={self.downloaded_size}-"}
+            while True:
-            try:
+                if self.downloaded_size >= self.total_size:
-                async with client.stream("GET", self.url, headers=headers) as response:
+                    break
-                    response.raise_for_status()
+
-                    with open(self.output_file, "ab") as file:
+                # Cloudfront has a max-size limit
-                        async for chunk in response.aiter_bytes(self.buffer_size):
+                max_chunk_size = 27_000_000_000
-                            file.write(chunk)
+                request_size = min(
-                            self.downloaded_size += len(chunk)
+                    self.total_size - self.downloaded_size, max_chunk_size
-                            self.print_progress()
+                )
-            except httpx.HTTPError as e:
+                headers = {
-                print(f"\nDownload interrupted: {e}")
+                    "Range": f"bytes={self.downloaded_size}-{self.downloaded_size + request_size}"
-                print("You can resume the download by running the script again.")
+                }
-            except Exception as e:
+                # print(f"Downloading `{self.output_file}`....{headers}")
-                print(f"\nAn error occurred: {e}")
+                try:
-            else:
+                    async with client.stream(
-                print(f"\nFinished downloading `{self.output_file}`....")
+                        "GET", self.url, headers=headers
+                    ) as response:
+                        response.raise_for_status()
+                        with open(self.output_file, "ab") as file:
+                            async for chunk in response.aiter_bytes(self.buffer_size):
+                                file.write(chunk)
+                                self.downloaded_size += len(chunk)
+                                self.print_progress()
+                except httpx.HTTPError as e:
+                    print(f"\nDownload interrupted: {e}")
+                    print("You can resume the download by running the script again.")
+                except Exception as e:
+                    print(f"\nAn error occurred: {e}")
+
+            print(f"\nFinished downloading `{self.output_file}`....")
 
     def print_progress(self) -> None:
         percent = (self.downloaded_size / self.total_size) * 100