Downloads · 30 days
7
17% of all-time downloads
peft-starcoder-lora-a100
sergiopaniego/peft-starcoder-lora-a100
peft-starcoder-lora-a100 is a machine learning model from sergiopaniego. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft. The card lists the license as bigcode-openrail-m.
should probably proofread and complete it, then remove this comment. --
All-time downloads
42
Public
Repo size
445 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors22.2 MB · 100%
At a glance
- Library
- peft
- License
- bigcode-openrail-m
- Access
- Public
- Created
- Jun 27, 2024
- Updated
- Jul 5, 2024
- SHA
- d94c0494
Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
peft-starcoder-lora-a100
This model is a fine-tuned version of bigcode/starcoderbase-1b on an unknown dataset. It achieves the following results on the evaluation set:
- eval_loss: 1.0180
- eval_runtime: 466.738
- eval_samples_per_second: 18.79
- eval_steps_per_second: 1.176
- epoch: 0.35
- step: 700
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.0005
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 30
- training_steps: 2000
Framework versions
- PEFT 0.11.1
- Transformers 4.41.2
- Pytorch 2.3.0+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1
- Library
- peft
- License
- bigcode-openrail-m
- Created
- Jun 27, 2024
- Updated
- Jul 5, 2024