mistral-b-doctor-conversation

Model Card for Model ID

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This model is a beacon for QnA conversations between patients and a virtual doctors

Ethical Considerations: This AI respects user privacy, does not store personal health information, and strongly advises users to follow up with healthcare professionals for any medical issues. It is not a substitute for professional medical advice, diagnosis, or treatment.

Model Details

Model Description

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This is an exctract of a conversation made in a Chatbot [User]My daughter ( F, 18 y/o, 5'5', 165lbs) has been feeling poorly for a 6-8 months. She had COVID a couple of months ago and symptoms have are much worse in the last month or so. Symptoms seem POTS-like. She feels light headed, breathless, dizzy, HR goes from ~65 lying down to ~155-160 on standing. Today she tells me HR has been around 170 all day and she feels really lousy. (She using an OTC pulse ox to measure.) She has a cardiology appt but not until March and a PCP appt but not until April since she's at school and it's a new provider. What to do? Is this a on call nurse sort of issue? Or a trip to the ED? Or wait till tomorrow and try for an early appt? Try a couple of Valsalvas? Wait it out until her cardio appt? Or? She's away at school if Boston, what to do? Thank you [Bot]It sounds like your daughter is experiencing some concerning symptoms that may require immediate medical attention. While waiting for her scheduled appointments with her primary care physician (PCP) and cardiologist, there are several steps you can take:

Encourage your daughter to contact her PCP immediately to discuss her symptoms and request an urgent appointment. If they cannot see her right away, ask them to recommend an emergency department visit or urgent care center where she can receive evaluation and treatment. In the meantime, encourage your daughter to rest as much as possible and avoid activities that could cause further distress, such as strenuous exercise or heavy lifting. Advise your daughter to continue taking any medications prescribed by her healthcare providers, including those related to COVID-19 recovery. Remind your daughter to use her pulse oximeter regularly to monitor her oxygen saturation levels and report any readings below 90% to her healthcare provider. Consider having your daughter perform a few Valsalva maneuvers to help increase blood flow to the brain and reduce feelings of dizziness and lightheadedness. However, be sure to consult with her healthcare provider before doing so. Keep track of your daughter's symptoms and any changes in her condition. This information will be helpful when discussing her case with her healthcare provider. It's important to remember that while waiting for her scheduled appointments, your daughter should prioritize her health and seek medical attention if necessary. An emergency department visit or urgent care center may be appropriate if her symptoms worsen or become more severe.

• Developed by: [Tony Esposito]
• Shared by [optional]: [Tony Esposito]
• Model type: [Mistral 7B]
• Language(s) (NLP): [PEFT]
• License: [Apache 2.0]
• Finetuned from model [optional]: [mistralai/Mistral-7B-v0.1]

Training procedure

The following bitsandbytes quantization config was used during training:

• quant_method: bitsandbytes
• load_in_8bit: False
• load_in_4bit: True
• llm_int8_threshold: 6.0
• llm_int8_skip_modules: None
• llm_int8_enable_fp32_cpu_offload: False
• llm_int8_has_fp16_weight: False
• bnb_4bit_quant_type: nf4
• bnb_4bit_use_double_quant: True
• bnb_4bit_compute_dtype: bfloat16

Framework versions

• PEFT 0.6.0