DeepSeek-OCR-2-FP8

1
license:mit
by
richarddavison
Embedding Model
OTHER
2B params
New
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Early-stage
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Edge AI:
Mobile
Laptop
Server
5GB+ RAM
Mobile
Laptop
Server
Quick Summary

AI model with specialized capabilities.

Device Compatibility

Mobile
4-6GB RAM
Laptop
16GB RAM
Server
GPU
Minimum Recommended
2GB+ RAM

Code Examples

Quantizationpython
from llmcompressor import oneshot
from llmcompressor.modifiers.quantization import QuantizationModifier

recipe = QuantizationModifier(
    targets="Linear",
    scheme="FP8_DYNAMIC",
    ignore=["lm_head"]
)
oneshot(model=model, recipe=recipe)
Usagepythontransformers
from transformers import AutoModel, AutoTokenizer

model = AutoModel.from_pretrained(
    "richarddavison/DeepSeek-OCR-2-FP8",
    device_map="auto",
    torch_dtype="auto",
    trust_remote_code=True
)
tokenizer = AutoTokenizer.from_pretrained(
    "richarddavison/DeepSeek-OCR-2-FP8",
    trust_remote_code=True
)

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