add training details

README.md

@@ -35,6 +35,23 @@ result = pipe(build_instruction_prompt("Perform EDA on the Iris dataset"))
 print(result[0]['generated_text'])
 ```
 
+## Training Details
+lora_r: 16
+lora_alpha: 8
+lora_dropout: 0.05
+target_modules: q, k, v, o, gate_proj, down_proj, up_proj, lm_head
+weight_decay: 0
+optmizer: paged_adamw_32bit
+lr: 1e-4
+lr_scheduler: cosine
+max_seq_len: 4096
+batch_size: 4
+max_grad_norm: 0.5
+warmup_ratio: 0.05
+num_epochs: 1
+
+Training was performed on the python subset of the ds-coder-instruct dataset.
+
 ## Examples