Vasily Alexeev
commited on
Commit
β’
bc99d8d
1
Parent(s):
a630053
add mmlu and ru benchs
Browse files
README.md
CHANGED
@@ -33,18 +33,26 @@ Quantized with [OmniQuant](https://github.com/OpenGVLab/OmniQuant).
|
|
33 |
|
34 |
### Accuracy on English Benchmarks, % (β)
|
35 |
|
36 |
-
| | piqa | arc_easy | arc_challenge | boolq | hellaswag | winogrande |
|
37 |
-
| ------------- | ---- | -------- | ------------- | ----- | --------- | ---------- |
|
38 |
-
| FP | 81,5 | 86,2 | 61,9 | 87,4 | 63,7 | 75,8 |
|
39 |
-
| **Quantized** | 80,7 | 85,8 | 61,4 | 87,0 | 62,7 | 73,0 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
40 |
|
41 |
|
42 |
### Summary
|
43 |
|
44 |
-
| | Avg acc diff on Eng, % (β) | Occupied disk space, % (β) |
|
45 |
-
| ------------- | -------------------------- | -------------------------- |
|
46 |
-
| FP | 0 | 100 |
|
47 |
-
| **Quantized** | \-1,
|
48 |
|
49 |
|
50 |
## Examples
|
|
|
33 |
|
34 |
### Accuracy on English Benchmarks, % (β)
|
35 |
|
36 |
+
| | piqa | arc_easy | arc_challenge | boolq | hellaswag | winogrande | mmlu_humanities | mmlu_social_sciences | mmlu_stem | mmlu_other |
|
37 |
+
| ------------- | ---- | -------- | ------------- | ----- | --------- | ---------- | --------------- | -------------------- | --------- | ---------- |
|
38 |
+
| FP | 81,5 | 86,2 | 61,9 | 87,4 | 63,7 | 75,8 | 78,7 | 84,4 | 71,1 | 80,2 |
|
39 |
+
| **Quantized** | 80,7 | 85,8 | 61,4 | 87,0 | 62,7 | 73,0 | 75,5 | 81,0 | 68,6 | 77,9 |
|
40 |
+
|
41 |
+
|
42 |
+
### Accuracy on Russian Benchmarks, % (β)
|
43 |
+
|
44 |
+
| | danetqa | terra | rwsd | muserc | rucos | lidirus | parus | rcb | russe | rucola |
|
45 |
+
| ------------- | ------- | ----- | ---- | ------ | ----- | ------- | ----- | ---- | ----- | ------ |
|
46 |
+
| FP | 88,9 | 88,6 | 75,5 | 81,8 | 82,4 | 70,7 | 77,0 | 35,0 | 63,1 | 34,7 |
|
47 |
+
| **Quantized** | 86,6 | 81,8 | 71,6 | 75,6 | 69,5 | 60,3 | 64,0 | 26,8 | 63,1 | 32,5 |
|
48 |
|
49 |
|
50 |
### Summary
|
51 |
|
52 |
+
| | Avg acc diff on Eng, % (β) | Avg acc diff on Rus, % (β) | Occupied disk space, % (β) |
|
53 |
+
| ------------- | -------------------------- | -------------------------- | -------------------------- |
|
54 |
+
| FP | 0 | 0 | 100 |
|
55 |
+
| **Quantized** | \-1,7 | \-6,6 | 28,2 |
|
56 |
|
57 |
|
58 |
## Examples
|