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Sponsored by
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jinaai / reader-lm-1.5b
Model's Last Updated: January 17 2025
text-generation
Introduction of reader-lm-1.5b
Model Details of reader-lm-1.5b
Trained by Jina AI .
Intro
Jina Reader-LM is a series of models that convert HTML content to Markdown content, which is useful for content conversion tasks. The model is trained on a curated collection of HTML content and its corresponding Markdown content.
Models
| Name | Context Length | Download |
|---|---|---|
| reader-lm-0.5b | 256K | 🤗 Hugging Face |
| reader-lm-1.5b | 256K | 🤗 Hugging Face |
Evaluation
TBD
Quick Start
To use this model, you need to install
transformers
:
pip install transformers<=4.43.4
Then, you can use the model as follows:
# pip install transformers
from transformers import AutoModelForCausalLM, AutoTokenizer
checkpoint = "jinaai/reader-lm-1.5b"
device = "cuda" # for GPU usage or "cpu" for CPU usage
tokenizer = AutoTokenizer.from_pretrained(checkpoint)
model = AutoModelForCausalLM.from_pretrained(checkpoint).to(device)
# example html content
html_content = "<html><body><h1>Hello, world!</h1></body></html>"
messages = [{"role": "user", "content": html_content}]
input_text=tokenizer.apply_chat_template(messages, tokenize=False)
print(input_text)
inputs = tokenizer.encode(input_text, return_tensors="pt").to(device)
outputs = model.generate(inputs, max_new_tokens=1024, temperature=0, do_sample=False, repetition_penalty=1.08)
print(tokenizer.decode(outputs[0]))
Runs of jinaai reader-lm-1.5b on huggingface.co
535
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0
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3-day runs
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30-day runs
More Information About reader-lm-1.5b huggingface.co Model
Url of reader-lm-1.5b
reader-lm-1.5b huggingface.co Url
Provider of reader-lm-1.5b huggingface.co
Other API from jinaai
Updated:April 08 2026
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