Update README.md

README.md

@@ -6,15 +6,39 @@ datasets:
 ---
 # Mastermax 7B
 
-A open source large langauge model for chat
+A open source large language model based on Falcon-7b
 
 ## Model Details
 
 This was based on Falcon 7B and trained on additional new datasets.
 
-### Model Description
-
-<!-- Provide a longer summary of what this model is. -->
+### Use Model
+
+```python
+from transformers import AutoTokenizer, AutoModelForCausalLM
+import transformers
+import torch
+model = "lifeofcoding/mastermax-7b"
+tokenizer = AutoTokenizer.from_pretrained(model)
+pipeline = transformers.pipeline(
+    "text-generation",
+    model=model,
+    tokenizer=tokenizer,
+    torch_dtype=torch.bfloat16,
+    trust_remote_code=True,
+    device_map="auto",
+)
+sequences = pipeline(
+   "Girafatron is obsessed with giraffes, the most glorious animal on the face of this Earth. Giraftron believes all other animals are irrelevant when compared to the glorious majesty of the giraffe.\nDaniel: Hello, Girafatron!\nGirafatron:",
+    max_length=200,
+    do_sample=True,
+    top_k=10,
+    num_return_sequences=1,
+    eos_token_id=tokenizer.eos_token_id,
+)
+for seq in sequences:
+    print(f"Result: {seq['generated_text']}")
+```