scripts to convert HF lora to nemo #9102
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Signed-off-by: arendu <adithya.r@gmail.com>
Signed-off-by: arendu <adithya.r@gmail.com>
for more information, see https://pre-commit.ci
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scripts/checkpoint_converters/lora_converters/convert_hf_to_canonical.py
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| def convert_lora(lora_hf_path, save_path, lora_yaml): | ||
| config_file = f"{lora_hf_path}/adapter_config.json" | ||
| model_file = f"{lora_hf_path}/adapter_model.bin" | ||
| hf_lora_config = json.loads(open(config_file).read()) |
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…m/NVIDIA/NeMo into adithyare/HF_nemo_compatible_lora
Signed-off-by: arendu <adithya.r@gmail.com>
for more information, see https://pre-commit.ci
| torch.save(lora_state_dict, f"{save_path}/model_weights_hf_formatted.pt") | ||
| Path(save_path).mkdir(parents=True, exist_ok=True) | ||
| torch.save(lora_state_dict, f"{save_path}/adapter_model.bin") | ||
| adapter_config = json.load(open(args.hf_config)) |
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Tests passed: https://github.com/NVIDIA/NeMo/actions/runs/8977317099 |
cuichenx
approved these changes
May 7, 2024
aklife97
reviewed
May 7, 2024
| @@ -145,7 +145,7 @@ inference: | |||
| top_p: 0.9 # If set to float < 1, only the most probable tokens with probabilities that add up to top_p or higher are kept for generation. | |||
| temperature: 1.0 # sampling temperature | |||
| all_probs: False # whether return the log prob for all the tokens in vocab | |||
| repetition_penalty: 1.2 # The parameter for repetition penalty. 1.0 means no penalty. | |||
| repetition_penalty: 1.0 # The parameter for repetition penalty. 1.0 means no penalty. | |||
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this will change existing inference results, are we sure we should do this?
aklife97
approved these changes
May 7, 2024
BoxiangW
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Jun 5, 2024
* convert nemo to hf and hf to nemo Signed-off-by: arendu <adithya.r@gmail.com> * example usage Signed-off-by: arendu <adithya.r@gmail.com> * update Signed-off-by: arendu <adithya.r@gmail.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * clean up Signed-off-by: arendu <adithya.r@gmail.com> * canonicanl lora in nemo updates Signed-off-by: arendu <adithya.r@gmail.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: arendu <adithya.r@gmail.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: Boxiang Wang <boxiangw@nvidia.com>
rohitrango
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Jun 25, 2024
* convert nemo to hf and hf to nemo Signed-off-by: arendu <adithya.r@gmail.com> * example usage Signed-off-by: arendu <adithya.r@gmail.com> * update Signed-off-by: arendu <adithya.r@gmail.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * clean up Signed-off-by: arendu <adithya.r@gmail.com> * canonicanl lora in nemo updates Signed-off-by: arendu <adithya.r@gmail.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: arendu <adithya.r@gmail.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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What does this PR do ?
scripts to convert hugging face lora model into nemo.
Collection: [Note which collection this PR will affect]
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