Training in progress, step 20000, checkpoint
Browse files- checkpoint-20000/README.md +21 -0
- checkpoint-20000/adapter_config.json +21 -0
- checkpoint-20000/adapter_model.bin +3 -0
- checkpoint-20000/optimizer.pt +3 -0
- checkpoint-20000/rng_state.pth +3 -0
- checkpoint-20000/scheduler.pt +3 -0
- checkpoint-20000/trainer_state.json +225 -0
- checkpoint-20000/training_args.bin +3 -0
checkpoint-20000/README.md
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---
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library_name: peft
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---
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## Training procedure
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The following `bitsandbytes` quantization config was used during training:
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- quant_method: bitsandbytes
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- load_in_8bit: False
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- load_in_4bit: True
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- llm_int8_threshold: 6.0
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- llm_int8_skip_modules: None
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- llm_int8_enable_fp32_cpu_offload: False
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- llm_int8_has_fp16_weight: False
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- bnb_4bit_quant_type: nf4
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- bnb_4bit_use_double_quant: True
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- bnb_4bit_compute_dtype: bfloat16
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### Framework versions
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- PEFT 0.6.0.dev0
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checkpoint-20000/adapter_config.json
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{
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"auto_mapping": null,
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"base_model_name_or_path": "codellama/CodeLlama-13b-Instruct-hf",
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"bias": "lora_only",
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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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"lora_alpha": 8,
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"lora_dropout": 0.1,
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"modules_to_save": null,
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"peft_type": "LORA",
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"r": 8,
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"revision": null,
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"target_modules": [
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"q_proj",
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"v_proj"
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],
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"task_type": "CAUSAL_LM"
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}
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checkpoint-20000/adapter_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:5774dcbb58111b34e8e08e674a78eee5eea306f46a2dac7c748d6203c2c7c23d
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size 26271757
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checkpoint-20000/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:c2ea6e4912364724ac11e45fa54ae6fb6a3e67643850476a404c6713db3b6320
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size 13729605
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checkpoint-20000/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:7b24ccc08df4bf4ae5396369d483a6462b10aa025f8d6d164ba5855e71213e98
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size 14575
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checkpoint-20000/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:2c24b584dcf77bfb1f7b85955600c58dd77cc34b5ad90a30bfc3feaeae3f876d
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size 627
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checkpoint-20000/trainer_state.json
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"eval_steps_per_second": 1.753,
|
| 195 |
+
"step": 18000
|
| 196 |
+
},
|
| 197 |
+
{
|
| 198 |
+
"epoch": 2.12,
|
| 199 |
+
"learning_rate": 0.00018403773674354658,
|
| 200 |
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"loss": 0.0209,
|
| 201 |
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"step": 19000
|
| 202 |
+
},
|
| 203 |
+
{
|
| 204 |
+
"epoch": 2.23,
|
| 205 |
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"learning_rate": 0.0001769265413516012,
|
| 206 |
+
"loss": 0.0211,
|
| 207 |
+
"step": 20000
|
| 208 |
+
},
|
| 209 |
+
{
|
| 210 |
+
"epoch": 2.23,
|
| 211 |
+
"eval_loss": 0.020885193720459938,
|
| 212 |
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"eval_runtime": 284.9168,
|
| 213 |
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"eval_samples_per_second": 7.02,
|
| 214 |
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"eval_steps_per_second": 1.755,
|
| 215 |
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"step": 20000
|
| 216 |
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}
|
| 217 |
+
],
|
| 218 |
+
"logging_steps": 1000,
|
| 219 |
+
"max_steps": 44880,
|
| 220 |
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"num_train_epochs": 5,
|
| 221 |
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"save_steps": 2000,
|
| 222 |
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"total_flos": 1.3760008859838136e+19,
|
| 223 |
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"trial_name": null,
|
| 224 |
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"trial_params": null
|
| 225 |
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}
|
checkpoint-20000/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:a01f3a3b51470d76c911f16f658a5b2f1c2fa53e2254151c1cfd84b69dd4c6c9
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| 3 |
+
size 4283
|