Skip to content

fix: Update GPTQ example README.md for typo #132

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
chichun-charlie-liu merged 1 commit into from
Jun 9, 2025
Merged

fix: Update GPTQ example README.md for typo #132

Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
5 changes: 4 additions & 1 deletion examples/GPTQ/README.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -72,7 +72,7 @@ This end-to-end example utilizes the common set of interfaces provided by `fms_m

```bash
lm_eval --model hf \
--model_args pretrained="Meta-Llama-3-8B-GPTQ,dtype=float16,autogptq=True,enforce_eager=True" \
--model_args pretrained="Meta-Llama-3-8B-GPTQ,dtype=float16,gptqmodel=True=True,enforce_eager=True" \
--tasks lambada_openai \
--num_fewshot 5 \
--device cuda:0 \
Expand All @@ -82,18 +82,21 @@ This end-to-end example utilizes the common set of interfaces provided by `fms_m
## Example Test Results

- Unquantized Model
-
|Model | Tasks |Version|Filter|n-shot| Metric | |Value | |Stderr|
|------------|--------------|------:|------|-----:|----------|---|-----:|---|-----:|
| LLAMA3-8B |lambada_openai| 1|none | 5|acc |↑ |0.7103|± |0.0063|
| | | |none | 5|perplexity|↓ |3.7915|± |0.0727|

- Quantized model with the settings showed above (`desc_act` default to False.)
-
|Model | Tasks |Version|Filter|n-shot| Metric | |Value | |Stderr|
|------------|--------------|------:|------|-----:|----------|---|------:|---|-----:|
| LLAMA3-8B |lambada_openai| 1|none | 5|acc |↑ |0.6365 |± |0.0067|
| | | |none | 5|perplexity|↓ |5.9307 |± |0.1830|

- Quantized model with `desc_act` set to `True` (could improve the model quality, but at the cost of inference speed.)
-
|Model | Tasks |Version|Filter|n-shot| Metric | |Value | |Stderr|
|------------|--------------|------:|------|-----:|----------|---|------:|---|-----:|
| LLAMA3-8B |lambada_openai| 1|none | 5|acc |↑ |0.6193 |± |0.0068|
Expand Down
Loading