Jessiecs/llama-2-7b-a3-1
Browse files- README.md +57 -0
- adapter_config.json +26 -0
- adapter_model.safetensors +3 -0
- all_results.json +8 -0
- runs/Feb26_12-36-45_4abf2c950e1d/events.out.tfevents.1708951006.4abf2c950e1d.2583.0 +3 -0
- runs/Feb26_12-45-13_4abf2c950e1d/events.out.tfevents.1708951513.4abf2c950e1d.2583.1 +3 -0
- train_results.json +8 -0
- trainer_state.json +170 -0
- training_args.bin +3 -0
README.md
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---
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library_name: peft
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tags:
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- generated_from_trainer
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base_model: meta-llama/Llama-2-7b-chat-hf
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model-index:
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- name: outputs
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# outputs
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This model is a fine-tuned version of [meta-llama/Llama-2-7b-chat-hf](https://huggingface.co/meta-llama/Llama-2-7b-chat-hf) on an unknown dataset.
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 0.0002
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- train_batch_size: 1
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- eval_batch_size: 8
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- seed: 42
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- gradient_accumulation_steps: 4
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- total_train_batch_size: 4
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- lr_scheduler_warmup_steps: 2
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- training_steps: 20
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- mixed_precision_training: Native AMP
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### Training results
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### Framework versions
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- PEFT 0.8.2
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- Transformers 4.39.0.dev0
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- Pytorch 2.1.0+cu121
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- Datasets 2.17.1
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- Tokenizers 0.15.2
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adapter_config.json
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{
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"alpha_pattern": {},
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"auto_mapping": null,
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"base_model_name_or_path": "meta-llama/Llama-2-7b-chat-hf",
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"bias": "none",
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"fan_in_fan_out": false,
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"inference_mode": true,
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"init_lora_weights": true,
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"layers_pattern": null,
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"layers_to_transform": null,
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"loftq_config": {},
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"lora_alpha": 64,
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"lora_dropout": 0.1,
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"megatron_config": null,
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"megatron_core": "megatron.core",
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"modules_to_save": null,
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"peft_type": "LORA",
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"r": 16,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"base_layer"
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],
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"task_type": "CAUSAL_LM",
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"use_rslora": false
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}
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adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:0a4909f8c8f1fb5097329fc4cce6968ca301acdbc38a395c5621235242f73b2d
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size 319941280
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all_results.json
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{
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"epoch": 0.01,
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"total_flos": 1340174549999616.0,
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"train_loss": 1.5259597092866897,
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"train_runtime": 82.7118,
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"train_samples_per_second": 0.967,
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"train_steps_per_second": 0.242
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}
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runs/Feb26_12-36-45_4abf2c950e1d/events.out.tfevents.1708951006.4abf2c950e1d.2583.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:a551ac9a67f37f265c2528acdc9420c0278d6e3c3430f04044aa367d7cc4a3bc
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size 5043
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runs/Feb26_12-45-13_4abf2c950e1d/events.out.tfevents.1708951513.4abf2c950e1d.2583.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:b548109bffb56a39ea4d5e77050d2910265907198de8bdd44760f02fcdeb9c17
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size 9531
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train_results.json
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trainer_state.json
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| 139 |
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"grad_norm": 1.0134000778198242,
|
| 140 |
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|
| 141 |
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"loss": 1.9206,
|
| 142 |
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"step": 19
|
| 143 |
+
},
|
| 144 |
+
{
|
| 145 |
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"epoch": 0.01,
|
| 146 |
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"grad_norm": 1.2952359914779663,
|
| 147 |
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|
| 148 |
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"loss": 1.5372,
|
| 149 |
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"step": 20
|
| 150 |
+
},
|
| 151 |
+
{
|
| 152 |
+
"epoch": 0.01,
|
| 153 |
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"step": 20,
|
| 154 |
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"total_flos": 1340174549999616.0,
|
| 155 |
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"train_loss": 1.5259597092866897,
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| 156 |
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"train_runtime": 82.7118,
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| 157 |
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|
| 158 |
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"train_steps_per_second": 0.242
|
| 159 |
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}
|
| 160 |
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],
|
| 161 |
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"logging_steps": 1,
|
| 162 |
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"max_steps": 20,
|
| 163 |
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"num_input_tokens_seen": 0,
|
| 164 |
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"num_train_epochs": 1,
|
| 165 |
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|
| 166 |
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|
| 167 |
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"train_batch_size": 1,
|
| 168 |
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"trial_name": null,
|
| 169 |
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|
| 170 |
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}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:aadb207f52156693078ce1082726855ac72e416bfa3799f3104b1f08fd2396c2
|
| 3 |
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size 4920
|