Files
ollama37/ollama/model.py
2023-06-28 16:04:53 -04:00

90 lines
2.6 KiB
Python

import os
import requests
from urllib.parse import urlsplit, urlunsplit
from tqdm import tqdm
def models(models_home=".", *args, **kwargs):
for root, _, files in os.walk(models_home):
for file in files:
base, ext = os.path.splitext(file)
if ext == ".bin":
yield base, os.path.join(root, file)
def pull(remote, models_home=".", *args, **kwargs):
if not (remote.startswith("http://") or remote.startswith("https://")):
remote = f"https://{remote}"
parts = urlsplit(remote)
path_parts = parts.path.split("/tree/")
if len(path_parts) == 1:
model = path_parts[0]
branch = "main"
else:
model, branch = path_parts
model = model.strip("/")
# Reconstruct the URL
new_url = urlunsplit(
(
"https",
parts.netloc,
f"/api/models/{model}/tree/{branch}",
parts.query,
parts.fragment,
)
)
print(f"Pulling {parts.netloc}/{model}...")
response = requests.get(new_url)
response.raise_for_status() # Raises stored HTTPError, if one occurred
json_response = response.json()
# get the last bin file we find, this is probably the most up to date
download_url = None
for file_info in json_response:
if file_info.get("type") == "file" and file_info.get("path").endswith(".bin"):
f_path = file_info.get("path")
download_url = f"https://huggingface.co/{model}/resolve/{branch}/{f_path}"
if download_url is None:
raise Exception("No model found")
local_filename = os.path.join(models_home, os.path.basename(model)) + ".bin"
# Check if file already exists
if os.path.exists(local_filename):
# TODO: check if the file is the same SHA
first_byte = os.path.getsize(local_filename)
else:
first_byte = 0
# If file size is non-zero, resume download
if first_byte != 0:
header = {"Range": f"bytes={first_byte}-"}
else:
header = {}
response = requests.get(download_url, headers=header, stream=True)
response.raise_for_status() # Raises stored HTTPError, if one occurred
total_size = int(response.headers.get("content-length", 0))
with open(local_filename, "ab" if first_byte else "wb") as file, tqdm(
total=total_size,
unit="iB",
unit_scale=True,
unit_divisor=1024,
initial=first_byte,
ascii=" ==",
bar_format="Downloading [{bar}] {percentage:3.2f}% {rate_fmt}{postfix}",
) as bar:
for data in response.iter_content(chunk_size=1024):
size = file.write(data)
bar.update(size)