metadata
base_model: meta-llama/Meta-Llama-3-8B
tags:
- llama-3
- llama
- Mixtral
- instruct
- finetune
- chatml
- DPO
- RLHF
- gpt4
- distillation
model-index:
- name: OpenBioLLM-8B
results: []
license: llama3
language:
- en
widget:
- example_title: OpenBioLLM-8B
messages:
- role: system
content: >-
You are an expert and experienced from the healthcare and biomedical
domain with extensive medical knowledge and practical experience.
- role: user
content: How long does it take for newborn jaundice to go away?
output:
text: >-
Newborn jaundice, also known as neonatal jaundice, is a common condition
in newborns where the yellowing of the skin and eyes occurs due to an
elevated level of bilirubin in the blood. Bilirubin is a yellow pigment
that forms when red blood cells break down. In most cases, newborn
jaundice resolves on its own without any specific treatment.
The duration of newborn jaundice can vary depending on several factors
such as the underlying cause, gestational age at birth, and individual
variations in bilirubin metabolism. Here are some general guidelines:
1. Physiological jaundice: This is the most common type of newborn
jaundice and usually appears within 24-72 hours after birth. It tends to
peak between the second and fifth day of life and gradually improves
over the next week or two. By the time the baby is one week old, the
jaundice should have mostly resolved. 2. Breast milk jaundice: This type
of jaundice occurs in breastfed babies and may appear later than
physiological jaundice, typically between the fifth and fourteenth day
of life. It tends to persist for a longer duration but usually resolves
within six weeks after birth. 3. Pathological jaundice: This type of
jaundice is less common and occurs due to an underlying medical
condition that affects bilirubin metabolism or liver function. The
duration of pathological jaundice depends on the specific cause and may
require treatment.
It's important for parents to monitor their newborn's jaundice closely
and seek medical advice if the jaundice progresses rapidly, becomes
severe, or is accompanied by other symptoms such as poor feeding,
lethargy, or excessive sleepiness. In these cases, further evaluation
and management may be necessary. Remember that each baby is unique, and
the timing of jaundice resolution can vary. If you have concerns about
your newborn's jaundice, it's always best to consult with a healthcare
professional for personalized advice and guidance.
quantized_by: bartowski
pipeline_tag: text-generation
4-bit GEMM AWQ Quantizations of OpenBioLLM-Llama3-8B
Using AutoAWQ release v0.2.4 for quantization.
Original model: https://huggingface.co/aaditya/OpenBioLLM-Llama3-8B
Prompt format
No chat template specified so default is used. This may be incorrect, check original model card for details.
<|im_start|>system
{system_prompt}<|im_end|>
<|im_start|>user
{prompt}<|im_end|>
<|im_start|>assistant
AWQ Parameters
- q_group_size: 128
- w_bit: 4
- zero_point: True
- version: GEMM
How to run
From the AutoAWQ repo here
First install autoawq pypi package:
pip install autoawq
Then run the following:
from awq import AutoAWQForCausalLM
from transformers import AutoTokenizer, TextStreamer
quant_path = "models/OpenBioLLM-Llama3-8B-AWQ"
# Load model
model = AutoAWQForCausalLM.from_quantized(quant_path, fuse_layers=True)
tokenizer = AutoTokenizer.from_pretrained(quant_path, trust_remote_code=True)
streamer = TextStreamer(tokenizer, skip_prompt=True, skip_special_tokens=True)
prompt = "You're standing on the surface of the Earth. "\
"You walk one mile south, one mile west and one mile north. "\
"You end up exactly where you started. Where are you?"
chat = [
{"role": "system", "content": "You are a concise assistant that helps answer questions."},
{"role": "user", "content": prompt},
]
# <|eot_id|> used for llama 3 models
terminators = [
tokenizer.eos_token_id,
tokenizer.convert_tokens_to_ids("<|eot_id|>")
]
tokens = tokenizer.apply_chat_template(
chat,
return_tensors="pt"
).cuda()
# Generate output
generation_output = model.generate(
tokens,
streamer=streamer,
max_new_tokens=64,
eos_token_id=terminators
)
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