add deepseek coder example (#172)

* feat: add example for deepseek coder

* chore: remove hardcoded rope_scaling_factor

* feat: add quantization support

* chore: update readme

* chore: clean up the rope scalling factor param in create cos sin theta

* feat: add repetition_penalty

* style /consistency changes to ease future integration

* nits in README

* one more typo

---------

Co-authored-by: Awni Hannun <awni@apple.com>

llms/mixtral/convert.py

@@ -110,13 +110,13 @@ if __name__ == "__main__":
         action="store_true",
     )
     parser.add_argument(
-        "--q_group_size",
+        "--q-group-size",
         help="Group size for quantization.",
         type=int,
         default=64,
     )
     parser.add_argument(
-        "--q_bits",
+        "--q-bits",
         help="Bits per weight for quantization.",
         type=int,
         default=4,