Instructions to use yuta24/ui-test-vision-2b-alpha with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use yuta24/ui-test-vision-2b-alpha with PEFT:
Task type is invalid.
- MLX
How to use yuta24/ui-test-vision-2b-alpha with MLX:
# Make sure mlx-vlm is installed # pip install --upgrade mlx-vlm from mlx_vlm import load, generate from mlx_vlm.prompt_utils import apply_chat_template from mlx_vlm.utils import load_config # Load the model model, processor = load("yuta24/ui-test-vision-2b-alpha") config = load_config("yuta24/ui-test-vision-2b-alpha") # Prepare input image = ["http://images.cocodataset.org/val2017/000000039769.jpg"] prompt = "Describe this image." # Apply chat template formatted_prompt = apply_chat_template( processor, config, prompt, num_images=1 ) # Generate output output = generate(model, processor, formatted_prompt, image) print(output) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- Atomic Chat
File size: 1,915 Bytes
e379257 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 | """Replace records of a base JSONL with re-captured records (matched by id), keeping the base order.
Image paths of the replacements are rewritten relative to the output file's directory.
usage: python scripts/swap_records.py base.jsonl replacements.jsonl out.jsonl [--only-substr settings_destructive]
"""
import json, os, sys
def load(p):
with open(p, encoding="utf-8") as f:
return [json.loads(l) for l in f if l.strip()]
def main(base, repl, dst, only=None):
rep = {r["id"]: r for r in load(repl)}
rdir, odir = os.path.dirname(os.path.abspath(repl)), os.path.dirname(os.path.abspath(dst))
n = swapped = 0
used, unmatched = set(), []
with open(dst, "w", encoding="utf-8", newline="\n") as out:
for r in load(base):
n += 1
if r["id"] in rep:
new = json.loads(json.dumps(rep[r["id"]]))
new["images"] = [os.path.relpath(os.path.join(rdir, im), odir).replace("\\", "/") for im in new["images"]]
missing = [im for im in new["images"] if not os.path.exists(os.path.join(odir, im))]
if missing:
sys.exit(f"missing image {missing}")
new["meta"]["swapped_from"] = os.path.relpath(repl, odir).replace("\\", "/")
r = new
used.add(r["id"])
swapped += 1
elif only and only in r["id"]:
unmatched.append(r["id"])
out.write(json.dumps(r, ensure_ascii=False) + "\n")
print(f"{n} records, swapped={swapped}, replacements unused={len(rep) - len(used)}, "
f"base '{only}' not swapped={len(unmatched)} {unmatched[:5]} -> {dst}")
if __name__ == "__main__":
a = sys.argv[1:]
only = None
if "--only-substr" in a:
i = a.index("--only-substr"); only = a[i + 1]; del a[i:i + 2]
main(*a, only=only)
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