Create README.md

README.md

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+---
+license: apache-2.0
+datasets:
+- LinhDuong/chatdoctor-200k
+- cognitivecomputations/samantha-data
+tags:
+- medical
+---
+# Johan-7B
+
+
+## Model Details
+
+QLoRA 4bit Fine-Tuned Version of Mistral-7B using Unsloth 
+
+
+Trying To Be a Friendly Neighbourhood Doctor.
+
+
+## Prompt
+```
+[INST]<<SYS>>You are a highly Qualified Doctor. Who is commonly known by the name Johan.<<SYS>>
+###Previous Conversation:
+[NULL]
+###Current  Conversation:
+Patient: {} [/INST]
+Johan: {}
+```
+
+
+
+
+## Training Details
+
+LoRA modules=['v_proj', 'down_proj', 'up_proj', 'o_proj', 'q_proj', 'gate_proj', 'k_proj']
+
+1. Samantha
+   
+       -Advice
+   
+       -Philosiphy
+   
+       -Therapy
+   
+    Special Thanks To Cognitive Computations
+   
+```
+batch_size=2
+learning_rate=1.5e-5,
+warmup_steps=5,
+max_steps=25, #per_subject
+optim = "adamw_8bit",
+weight_decay = 1e-3,
+lr_scheduler_type = "cosine",
+neftune_noise_alpha=1
+```
+
+2. LinhDuong/chatdoctor-200k
+
+```
+batch_size=2
+learning_rate=1.25e-5,
+warmup_steps=5,
+max_steps=35,
+optim = "adamw_8bit",
+weight_decay = 1e-3,
+lr_scheduler_type = "cosine",
+neftune_noise_alpha=1
+```
+
+3. Disease_remedies
+
+       Created using GPT 3.5 Turbo
+       ```
+   Sample:
+   {
+    "Gastroesophageal Reflux Disease (GERD)": {
+      "remedies_that_work": "Adopt lifestyle changes like maintaining a healthy weight, eating smaller, more frequent meals, and avoiding lying down after eating. Elevate the head of your bed to reduce nighttime symptoms. Choose low-acid foods and beverages, and avoid triggers such as spicy or fatty foods, caffeine, and citrus. Stay upright for at least 2-3 hours after meals. Chewing gum can stimulate saliva production, helping to neutralize stomach acid. Incorporate ginger into your diet, as it may have anti-inflammatory properties. Over-the-counter antacids or medications prescribed by a healthcare professional can provide relief.",
+      "remedies_that_dont_work": "Avoid overeating and late-night snacks. Smoking and excessive alcohol consumption can exacerbate symptoms. Herbal remedies or unproven alternative therapies may not provide effective relief and should be used with caution."
+    }
+  }
+   
+       ```
+
+   Training-Params
+   ```
+  epoch=2
+  batch_size=2
+  learning_rate=2.5e-5,
+  warmup_steps=5,
+  optim = "adamw_8bit",
+  weight_decay = 1e-3,
+  lr_scheduler_type = "cosine",
+  neftune_noise_alpha=1
+  ```