Test 3
#26
by
muellerzr
HF staff
- opened
Model Memory Requirements
These calculations were measured from the Model Memory Utility Space on the Hub.
The minimum recommended vRAM needed for this model to perform inference via Accelerate or device_map="auto" is denoted by the size of the "largest layer" and training of the model is roughly 4x its total size (for Adam).
Results
| dtype | Largest Layer | Total Size | Training using Adam |
|---|---|---|---|
| float32 | 31.29 MB | 31.61 MB | 126.46 MB |
| float16 | 15.64 MB | 15.81 MB | 63.23 MB |
| int8 | 7.82 MB | 7.9 MB | 31.61 MB |
| int4 | 3.91 MB | 3.95 MB | 15.81 MB |
muellerzr
changed discussion title from
[AUTOMATED] Model Memory Requirements
to Test 3