Commit
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Parent(s):
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Upload folder using huggingface_hub
Browse files- README.md +9 -0
- adapter_config.json +23 -0
- adapter_model.bin +3 -0
- checkpoint-168/README.md +34 -0
- checkpoint-168/adapter_config.json +23 -0
- checkpoint-168/adapter_model.bin +3 -0
- checkpoint-168/optimizer.pt +3 -0
- checkpoint-168/rng_state.pth +3 -0
- checkpoint-168/scheduler.pt +3 -0
- checkpoint-168/special_tokens_map.json +12 -0
- checkpoint-168/tokenizer.json +0 -0
- checkpoint-168/tokenizer.model +3 -0
- checkpoint-168/tokenizer_config.json +81 -0
- checkpoint-168/trainer_state.json +1083 -0
- checkpoint-168/training_args.bin +3 -0
- runs/Sep30_04-59-44_dac8e12bb3c8/events.out.tfevents.1696049985.dac8e12bb3c8.5320.0 +3 -0
- special_tokens_map.json +12 -0
- tokenizer.json +0 -0
- tokenizer.model +3 -0
- tokenizer_config.json +81 -0
- training_args.bin +3 -0
- training_params.json +41 -0
README.md
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---
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tags:
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- autotrain
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- text-generation
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widget:
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- text: "I love AutoTrain because "
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---
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# Model Trained Using AutoTrain
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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": "codellama/CodeLlama-7b-Instruct-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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"lora_alpha": 32,
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"lora_dropout": 0.05,
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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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"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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adapter_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:2d1185258ae99c4b9408da7b7f16005cabb99c6960e92017566ebb1d10bbae6e
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size 33600461
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checkpoint-168/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: False
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- bnb_4bit_compute_dtype: float16
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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: False
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- bnb_4bit_compute_dtype: float16
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### Framework versions
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- PEFT 0.6.0.dev0
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- PEFT 0.6.0.dev0
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checkpoint-168/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": "codellama/CodeLlama-7b-Instruct-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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"lora_alpha": 32,
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"lora_dropout": 0.05,
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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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"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-168/adapter_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:2d1185258ae99c4b9408da7b7f16005cabb99c6960e92017566ebb1d10bbae6e
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size 33600461
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checkpoint-168/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:42d35455db9d1c064be5ef3846e1a3105185f4710b26170c592139448306bd42
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size 67216581
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checkpoint-168/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:69e4aa178e9a96e204b49de89d05318c24a70e6dde8236f8abea89e420fa1e22
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size 14575
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checkpoint-168/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:59716b389a5c03b070913c1ab82c9ec436579eb68dd823903ed3cd557b121bd7
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size 627
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checkpoint-168/special_tokens_map.json
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{
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"additional_special_tokens": [
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"β<PRE>",
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"β<MID>",
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"β<SUF>",
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"β<EOT>"
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],
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"bos_token": "<s>",
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"eos_token": "</s>",
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"pad_token": "</s>",
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"unk_token": "<unk>"
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}
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checkpoint-168/tokenizer.json
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The diff for this file is too large to render.
See raw diff
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checkpoint-168/tokenizer.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:45ccb9c8b6b561889acea59191d66986d314e7cbd6a78abc6e49b139ca91c1e6
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size 500058
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checkpoint-168/tokenizer_config.json
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{
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"added_tokens_decoder": {
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"0": {
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| 4 |
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"content": "<unk>",
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| 5 |
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"lstrip": false,
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| 6 |
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"normalized": true,
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| 7 |
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"1": {
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"content": "<s>",
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"lstrip": false,
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| 14 |
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"normalized": true,
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| 15 |
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"2": {
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"content": "</s>",
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"lstrip": false,
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| 22 |
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"normalized": true,
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| 23 |
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"rstrip": false,
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| 24 |
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"single_word": false,
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| 25 |
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"special": true
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},
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| 27 |
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"32007": {
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| 28 |
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"content": "β<PRE>",
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"lstrip": true,
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| 30 |
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"normalized": false,
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| 31 |
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"rstrip": true,
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| 32 |
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"single_word": false,
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| 33 |
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"special": true
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| 34 |
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},
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| 35 |
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"32008": {
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| 36 |
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"content": "β<SUF>",
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| 37 |
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"lstrip": true,
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| 38 |
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"normalized": false,
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| 39 |
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"rstrip": true,
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| 40 |
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"single_word": false,
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| 41 |
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"special": true
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| 42 |
+
},
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| 43 |
+
"32009": {
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| 44 |
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"content": "β<MID>",
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| 45 |
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"lstrip": true,
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| 46 |
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"normalized": false,
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| 47 |
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"rstrip": true,
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| 48 |
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"single_word": false,
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| 49 |
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"special": true
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| 50 |
+
},
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| 51 |
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"32010": {
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| 52 |
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"content": "β<EOT>",
|
| 53 |
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"lstrip": true,
|
| 54 |
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"normalized": false,
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| 55 |
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"rstrip": true,
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| 56 |
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"single_word": false,
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| 57 |
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"special": true
|
| 58 |
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}
|
| 59 |
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},
|
| 60 |
+
"additional_special_tokens": [
|
| 61 |
+
"β<PRE>",
|
| 62 |
+
"β<MID>",
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| 63 |
+
"β<SUF>",
|
| 64 |
+
"β<EOT>"
|
| 65 |
+
],
|
| 66 |
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"bos_token": "<s>",
|
| 67 |
+
"clean_up_tokenization_spaces": false,
|
| 68 |
+
"eos_token": "</s>",
|
| 69 |
+
"eot_token": "β<EOT>",
|
| 70 |
+
"fill_token": "<FILL_ME>",
|
| 71 |
+
"legacy": null,
|
| 72 |
+
"middle_token": "β<MID>",
|
| 73 |
+
"model_max_length": 1024,
|
| 74 |
+
"pad_token": null,
|
| 75 |
+
"prefix_token": "β<PRE>",
|
| 76 |
+
"sp_model_kwargs": {},
|
| 77 |
+
"suffix_token": "β<SUF>",
|
| 78 |
+
"tokenizer_class": "CodeLlamaTokenizer",
|
| 79 |
+
"unk_token": "<unk>",
|
| 80 |
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"use_default_system_prompt": false
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| 81 |
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}
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checkpoint-168/trainer_state.json
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"β<EOT>"
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| 51 |
+
"32010": {
|
| 52 |
+
"content": "β<EOT>",
|
| 53 |
+
"lstrip": true,
|
| 54 |
+
"normalized": false,
|
| 55 |
+
"rstrip": true,
|
| 56 |
+
"single_word": false,
|
| 57 |
+
"special": true
|
| 58 |
+
}
|
| 59 |
+
},
|
| 60 |
+
"additional_special_tokens": [
|
| 61 |
+
"β<PRE>",
|
| 62 |
+
"β<MID>",
|
| 63 |
+
"β<SUF>",
|
| 64 |
+
"β<EOT>"
|
| 65 |
+
],
|
| 66 |
+
"bos_token": "<s>",
|
| 67 |
+
"clean_up_tokenization_spaces": false,
|
| 68 |
+
"eos_token": "</s>",
|
| 69 |
+
"eot_token": "β<EOT>",
|
| 70 |
+
"fill_token": "<FILL_ME>",
|
| 71 |
+
"legacy": null,
|
| 72 |
+
"middle_token": "β<MID>",
|
| 73 |
+
"model_max_length": 1024,
|
| 74 |
+
"pad_token": null,
|
| 75 |
+
"prefix_token": "β<PRE>",
|
| 76 |
+
"sp_model_kwargs": {},
|
| 77 |
+
"suffix_token": "β<SUF>",
|
| 78 |
+
"tokenizer_class": "CodeLlamaTokenizer",
|
| 79 |
+
"unk_token": "<unk>",
|
| 80 |
+
"use_default_system_prompt": false
|
| 81 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:93ce546eb4264ab344aa8968518085fc433063c48a0325f05059b318a2b48366
|
| 3 |
+
size 4091
|
training_params.json
ADDED
|
@@ -0,0 +1,41 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"model": "codellama/CodeLlama-7b-Instruct-hf",
|
| 3 |
+
"data_path": ".",
|
| 4 |
+
"project_name": "qa-code-finetune",
|
| 5 |
+
"train_split": "train",
|
| 6 |
+
"valid_split": "valid",
|
| 7 |
+
"text_column": "text",
|
| 8 |
+
"token": null,
|
| 9 |
+
"lr": 0.0002,
|
| 10 |
+
"epochs": 10,
|
| 11 |
+
"batch_size": 4,
|
| 12 |
+
"warmup_ratio": 0.1,
|
| 13 |
+
"gradient_accumulation": 1,
|
| 14 |
+
"optimizer": "adamw_torch",
|
| 15 |
+
"scheduler": "linear",
|
| 16 |
+
"weight_decay": 0.0,
|
| 17 |
+
"max_grad_norm": 1.0,
|
| 18 |
+
"seed": 42,
|
| 19 |
+
"add_eos_token": false,
|
| 20 |
+
"block_size": -1,
|
| 21 |
+
"use_peft": true,
|
| 22 |
+
"lora_r": 16,
|
| 23 |
+
"lora_alpha": 32,
|
| 24 |
+
"lora_dropout": 0.05,
|
| 25 |
+
"logging_steps": -1,
|
| 26 |
+
"evaluation_strategy": "epoch",
|
| 27 |
+
"save_total_limit": 1,
|
| 28 |
+
"save_strategy": "epoch",
|
| 29 |
+
"auto_find_batch_size": false,
|
| 30 |
+
"fp16": false,
|
| 31 |
+
"push_to_hub": true,
|
| 32 |
+
"use_int8": false,
|
| 33 |
+
"model_max_length": 1024,
|
| 34 |
+
"repo_id": "shyam-incedoinc/codellama-7b-instruct-hf-qa-code-finetuned",
|
| 35 |
+
"use_int4": true,
|
| 36 |
+
"trainer": "sft",
|
| 37 |
+
"target_modules": null,
|
| 38 |
+
"merge_adapter": true,
|
| 39 |
+
"username": null,
|
| 40 |
+
"use_flash_attention_2": false
|
| 41 |
+
}
|