初始化项目,由ModelHub XC社区提供模型
Model: alexredna/TinyLlama-1.1B-Chat-v1.0-reasoning-v2 Source: Original Platform
This commit is contained in:
67
README.md
Normal file
67
README.md
Normal file
@@ -0,0 +1,67 @@
|
||||
---
|
||||
license: apache-2.0
|
||||
base_model: TinyLlama/TinyLlama-1.1B-Chat-v1.0
|
||||
tags:
|
||||
- trl
|
||||
- sft
|
||||
- generated_from_trainer
|
||||
datasets:
|
||||
- generator
|
||||
model-index:
|
||||
- name: TinyLlama-1.1B-Chat-v1.0-reasoning-v2
|
||||
results: []
|
||||
---
|
||||
|
||||
<!-- 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. -->
|
||||
|
||||
# TinyLlama-1.1B-Chat-v1.0-reasoning-v2
|
||||
|
||||
This model is a fine-tuned version of [TinyLlama/TinyLlama-1.1B-Chat-v1.0](https://huggingface.co/TinyLlama/TinyLlama-1.1B-Chat-v1.0) on the generator dataset.
|
||||
It achieves the following results on the evaluation set:
|
||||
- Loss: 1.0186
|
||||
|
||||
## 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: 4e-05
|
||||
- train_batch_size: 10
|
||||
- eval_batch_size: 4
|
||||
- seed: 42
|
||||
- distributed_type: multi-GPU
|
||||
- gradient_accumulation_steps: 10
|
||||
- total_train_batch_size: 100
|
||||
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
||||
- lr_scheduler_type: cosine
|
||||
- num_epochs: 4
|
||||
|
||||
### Training results
|
||||
|
||||
| Training Loss | Epoch | Step | Validation Loss |
|
||||
|:-------------:|:-----:|:----:|:---------------:|
|
||||
| 1.0456 | 1.0 | 347 | 1.0360 |
|
||||
| 0.9714 | 2.0 | 695 | 1.0180 |
|
||||
| 0.9335 | 3.0 | 1042 | 1.0176 |
|
||||
| 0.9348 | 3.99 | 1388 | 1.0186 |
|
||||
|
||||
|
||||
### Framework versions
|
||||
|
||||
- Transformers 4.36.2
|
||||
- Pytorch 2.1.0+cu118
|
||||
- Datasets 2.14.6
|
||||
- Tokenizers 0.15.0
|
||||
Reference in New Issue
Block a user