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parrotlet-v-lite-4b

ekacare / parrotlet-v-lite-4b

Run on huggingface.co
huggingface.co
Total runs: 9
24-hour runs: 0
7-day runs: 3
30-day runs: 0
Model's Last Updated: January 20 2026
image-to-text

Introduction of parrotlet-v-lite-4b

Model Details of parrotlet-v-lite-4b

EkaCare Parrotlet-v-lite-4b

This is a purpose-built vision LLM specifically trained for the following downstream tasks on medical records in Indian healthcare context.

  • Lab report parsing
  • Digital prescription parsing
  • Document classification
  • PII extraction

A detailed description of this model can be obtained from this blog post .

Installation Requirements

To use this model, you need to install the following dependencies:

Python 3.10 and the following packages using pip: 

pip install torch>=2.7.0 transformers>=4.52.0 pillow==11.3.0
Loading the model from Hugging Face Hub 
from transformers import AutoModel

repo_name = "ekacare/parrotlet-v-lite-4b"
model = AutoModel.from_pretrained(repo_name, trust_remote_code=True)
Parsing lab report 
model.process("path/to/image", task="lab-report-parsing")
Task Types available
  • lab-report-parsing
  • prescription-parsing
  • document-classification
  • pii-parsing
License

This model is released under the MIT License, enabling broad use while maintaining attribution requirements.

Runs of ekacare parrotlet-v-lite-4b on huggingface.co

9
Total runs
0
24-hour runs
3
3-day runs
3
7-day runs
0
30-day runs

More Information About parrotlet-v-lite-4b huggingface.co Model

More parrotlet-v-lite-4b license Visit here:

https://choosealicense.com/licenses/mit

parrotlet-v-lite-4b huggingface.co

parrotlet-v-lite-4b huggingface.co is an AI model on huggingface.co that provides parrotlet-v-lite-4b's model effect (), which can be used instantly with this ekacare parrotlet-v-lite-4b model. huggingface.co supports a free trial of the parrotlet-v-lite-4b model, and also provides paid use of the parrotlet-v-lite-4b. Support call parrotlet-v-lite-4b model through api, including Node.js, Python, http.

parrotlet-v-lite-4b huggingface.co Url

https://huggingface.co/ekacare/parrotlet-v-lite-4b

ekacare parrotlet-v-lite-4b online free

parrotlet-v-lite-4b huggingface.co is an online trial and call api platform, which integrates parrotlet-v-lite-4b's modeling effects, including api services, and provides a free online trial of parrotlet-v-lite-4b, you can try parrotlet-v-lite-4b online for free by clicking the link below.

ekacare parrotlet-v-lite-4b online free url in huggingface.co:

https://huggingface.co/ekacare/parrotlet-v-lite-4b

parrotlet-v-lite-4b install

parrotlet-v-lite-4b is an open source model from GitHub that offers a free installation service, and any user can find parrotlet-v-lite-4b on GitHub to install. At the same time, huggingface.co provides the effect of parrotlet-v-lite-4b install, users can directly use parrotlet-v-lite-4b installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

parrotlet-v-lite-4b install url in huggingface.co:

https://huggingface.co/ekacare/parrotlet-v-lite-4b

Url of parrotlet-v-lite-4b

parrotlet-v-lite-4b huggingface.co Url

Provider of parrotlet-v-lite-4b huggingface.co

ekacare
ORGANIZATIONS
huggingface.co

Other API from ekacare

 huggingface.co
ekacare/parrotlet-e

Total runs: 220
Run Growth: -714
Growth Rate: -324.55%
Updated:November 14 2025