manarabdelatty commited on
Commit
239cd88
·
verified ·
1 Parent(s): 668bedc

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +44 -3
README.md CHANGED
@@ -1,3 +1,44 @@
1
- ---
2
- license: bsd-3-clause
3
- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ library_name: transformers
3
+ datasets:
4
+ - scale-lab/MetRex
5
+ base_model:
6
+ - meta-llama/Meta-Llama-3-8B-Instruct
7
+ ---
8
+
9
+ # Model Details
10
+
11
+ This model is trained on the [MetRex](https://huggingface.co/datasets/scale-lab/MetRex) dataset for estimating static power metrics for Verilog designs. Finetuned from model: [Meta-Llama-3-8B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct)
12
+
13
+
14
+ ## Prompt
15
+
16
+ Set temperature to 0.4. Use the following prompt template:
17
+
18
+ ```
19
+ Your task is to estimate delay for RTL designs in Skywater 130nm technology node.user
20
+
21
+ Estimate area for the given RTL design. Reason about the number and type of gates that would be present after synthesis.
22
+ # RTL:
23
+ module top_module(
24
+ input in,
25
+ output out
26
+ );
27
+
28
+ assign out = ~in;
29
+
30
+ endmoduleassistant
31
+ ```
32
+
33
+ # Citation
34
+
35
+ ```
36
+ @INPROCEEDINGS{abdelatty2025metrex,
37
+ author={M. {Abdelatty} and J. {Ma} and S. {Reda}},
38
+ booktitle={2025 30th Asia and South Pacific Design Automation Conference (ASP-DAC)},
39
+ title={MetRex: A Benchmark for Verilog Code Metric Reasoning Using LLMs},
40
+ year={2025},
41
+ volume={},
42
+ number={},
43
+ }
44
+ ```