Skip to content
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

Jump to bottom

feat: add check for quantized model #913

Merged
merged 3 commits into from
Dec 4, 2023
Merged

feat: add check for quantized model #913

Changes from all commits
Commits
Show all changes
3 commits
Select commit Hold shift + click to select a range
49fd7f2
feat: add check for quantized model
NanoCode012 Dec 4, 2023
0009f50
chore: refactor and add another check
NanoCode012 Dec 4, 2023
85a43d5
Update src/axolotl/utils/models.py
winglian Dec 4, 2023
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
23 changes: 23 additions & 0 deletions src/axolotl/utils/models.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -28,6 +28,27 @@
LOG = logging.getLogger("axolotl")


def check_model_config(cfg: DictDefault, model_config: AutoConfig):
quant_config_exists = hasattr(model_config, "quantization_config")
quant_config_method_is_gptq = (
quant_config_exists
and "quant_method" in model_config.quantization_config
and model_config.quantization_config["quant_method"] == "gptq"
)

if cfg.gptq and not quant_config_method_is_gptq:
raise ValueError(
"model_config.quantization_config is not set or quant_method is not set to gptq. "
"Please make sure to point to a GPTQ model."
)

if not cfg.gptq and quant_config_exists:
raise ValueError(
"model_config.quantization_config is set but `gptq` flag is not. "
"Please use the `gptq` flag to train quantized model or point to a non-quantized model."
)


def load_model_config(cfg):
model_config_name = cfg.base_model_config or cfg.base_model
trust_remote_code = cfg.trust_remote_code is True
Expand All @@ -38,6 +59,8 @@ def load_model_config(cfg):
for key, val in cfg.model_config.items():
setattr(model_config, key, val)

check_model_config(cfg, model_config)

return model_config


Expand Down