Update README.md
Browse files
README.md
CHANGED
|
@@ -1,136 +1,15 @@
|
|
| 1 |
---
|
| 2 |
-
|
| 3 |
-
library_name: peft
|
| 4 |
-
license: other
|
| 5 |
-
tags:
|
| 6 |
-
- generated_from_trainer
|
| 7 |
-
model-index:
|
| 8 |
-
- name: outputs/qlora-out
|
| 9 |
-
results: []
|
| 10 |
---
|
|
|
|
| 11 |
|
| 12 |
-
|
| 13 |
-
should probably proofread and complete it, then remove this comment. -->
|
| 14 |
|
| 15 |
-
|
| 16 |
-
<details><summary>See axolotl config</summary>
|
| 17 |
|
| 18 |
-
|
| 19 |
-
```yaml
|
| 20 |
-
base_model: Undi95/Meta-Llama-3-8B-hf
|
| 21 |
-
model_type: AutoModelForCausalLM
|
| 22 |
-
tokenizer_type: AutoTokenizer
|
| 23 |
|
| 24 |
-
|
| 25 |
-
load_in_4bit: true
|
| 26 |
-
strict: false
|
| 27 |
|
| 28 |
-
|
| 29 |
-
|
| 30 |
-
type: alpaca
|
| 31 |
-
- path: Fischerboot/yannik-data
|
| 32 |
-
type: alpaca
|
| 33 |
-
dataset_prepared_path:
|
| 34 |
-
val_set_size: 0
|
| 35 |
-
output_dir: ./outputs/qlora-out
|
| 36 |
-
|
| 37 |
-
adapter: qlora
|
| 38 |
-
lora_model_dir:
|
| 39 |
-
|
| 40 |
-
sequence_len: 4096
|
| 41 |
-
sample_packing: true
|
| 42 |
-
pad_to_sequence_len: true
|
| 43 |
-
|
| 44 |
-
lora_r: 32
|
| 45 |
-
lora_alpha: 16
|
| 46 |
-
lora_dropout: 0.05
|
| 47 |
-
lora_target_modules:
|
| 48 |
-
lora_target_linear: true
|
| 49 |
-
lora_fan_in_fan_out:
|
| 50 |
-
|
| 51 |
-
wandb_project:
|
| 52 |
-
wandb_entity:
|
| 53 |
-
wandb_watch:
|
| 54 |
-
wandb_name:
|
| 55 |
-
wandb_log_model:
|
| 56 |
-
|
| 57 |
-
gradient_accumulation_steps: 4
|
| 58 |
-
micro_batch_size: 2
|
| 59 |
-
num_epochs: 4
|
| 60 |
-
optimizer: paged_adamw_32bit
|
| 61 |
-
lr_scheduler: cosine
|
| 62 |
-
learning_rate: 0.0002
|
| 63 |
-
|
| 64 |
-
train_on_inputs: false
|
| 65 |
-
group_by_length: false
|
| 66 |
-
bf16: auto
|
| 67 |
-
fp16:
|
| 68 |
-
tf32: false
|
| 69 |
-
|
| 70 |
-
gradient_checkpointing: true
|
| 71 |
-
early_stopping_patience:
|
| 72 |
-
resume_from_checkpoint:
|
| 73 |
-
local_rank:
|
| 74 |
-
logging_steps: 1
|
| 75 |
-
xformers_attention:
|
| 76 |
-
flash_attention: true
|
| 77 |
-
|
| 78 |
-
warmup_steps: 10
|
| 79 |
-
evals_per_epoch: 2
|
| 80 |
-
eval_table_size:
|
| 81 |
-
saves_per_epoch: 1
|
| 82 |
-
debug:
|
| 83 |
-
deepspeed:
|
| 84 |
-
weight_decay: 0.0
|
| 85 |
-
fsdp:
|
| 86 |
-
fsdp_config:
|
| 87 |
-
special_tokens:
|
| 88 |
-
pad_token: "<|end_of_text|>"
|
| 89 |
-
|
| 90 |
-
```
|
| 91 |
-
|
| 92 |
-
</details><br>
|
| 93 |
-
|
| 94 |
-
# outputs/qlora-out
|
| 95 |
-
|
| 96 |
-
This model is a fine-tuned version of [Undi95/Meta-Llama-3-8B-hf](https://huggingface.co/Undi95/Meta-Llama-3-8B-hf) on the None dataset.
|
| 97 |
-
|
| 98 |
-
## Model description
|
| 99 |
-
|
| 100 |
-
More information needed
|
| 101 |
-
|
| 102 |
-
## Intended uses & limitations
|
| 103 |
-
|
| 104 |
-
More information needed
|
| 105 |
-
|
| 106 |
-
## Training and evaluation data
|
| 107 |
-
|
| 108 |
-
More information needed
|
| 109 |
-
|
| 110 |
-
## Training procedure
|
| 111 |
-
|
| 112 |
-
### Training hyperparameters
|
| 113 |
-
|
| 114 |
-
The following hyperparameters were used during training:
|
| 115 |
-
- learning_rate: 0.0002
|
| 116 |
-
- train_batch_size: 2
|
| 117 |
-
- eval_batch_size: 2
|
| 118 |
-
- seed: 42
|
| 119 |
-
- gradient_accumulation_steps: 4
|
| 120 |
-
- total_train_batch_size: 8
|
| 121 |
-
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
| 122 |
-
- lr_scheduler_type: cosine
|
| 123 |
-
- lr_scheduler_warmup_steps: 10
|
| 124 |
-
- num_epochs: 4
|
| 125 |
-
|
| 126 |
-
### Training results
|
| 127 |
-
|
| 128 |
-
|
| 129 |
-
|
| 130 |
-
### Framework versions
|
| 131 |
-
|
| 132 |
-
- PEFT 0.11.1
|
| 133 |
-
- Transformers 4.42.3
|
| 134 |
-
- Pytorch 2.1.2+cu118
|
| 135 |
-
- Datasets 2.19.1
|
| 136 |
-
- Tokenizers 0.19.1
|
|
|
|
| 1 |
---
|
| 2 |
+
license: llama3
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 3 |
---
|
| 4 |
+

|
| 5 |
|
| 6 |
+
# Llama3-8B-Script-Writer (v1)
|
|
|
|
| 7 |
|
| 8 |
+
This Model is based on [meta-llama/Meta-Llama-3-8B](https://huggingface.co/meta-llama/Meta-Llama-3-8B)
|
|
|
|
| 9 |
|
| 10 |
+
It was a Request from my friend, no idea if its good.
|
|
|
|
|
|
|
|
|
|
|
|
|
| 11 |
|
| 12 |
+
Model will get uplaoded soon.
|
|
|
|
|
|
|
| 13 |
|
| 14 |
+
### Have fun
|
| 15 |
+
### <u>This is NOT an instruct Model!</u>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|