Seweryn Sitko commited on
Commit ·
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Parent(s): 22f0967
Upload folder using huggingface_hub
Browse files- README.md +9 -0
- adapter_config.json +21 -0
- adapter_model.bin +3 -0
- checkpoint-16/README.md +34 -0
- checkpoint-16/adapter_config.json +21 -0
- checkpoint-16/adapter_model.bin +3 -0
- checkpoint-16/optimizer.pt +3 -0
- checkpoint-16/pytorch_model.bin +3 -0
- checkpoint-16/rng_state.pth +3 -0
- checkpoint-16/scheduler.pt +3 -0
- checkpoint-16/special_tokens_map.json +6 -0
- checkpoint-16/tokenizer.json +0 -0
- checkpoint-16/tokenizer.model +3 -0
- checkpoint-16/tokenizer_config.json +40 -0
- checkpoint-16/trainer_state.json +49 -0
- checkpoint-16/training_args.bin +3 -0
- runs/Sep19_02-24-44_ed9ea168f002/events.out.tfevents.1695090284.ed9ea168f002.6270.0 +3 -0
- special_tokens_map.json +6 -0
- tokenizer.json +0 -0
- tokenizer.model +3 -0
- tokenizer_config.json +40 -0
- training_args.bin +3 -0
- training_params.json +1 -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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"auto_mapping": null,
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"base_model_name_or_path": "TinyPixel/CodeLlama-7B-Instruct-bf16-sharded",
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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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"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 sha256:7f7a1bbce3caebacb816c0495fbbb159235adcb419505b2828ae70601fe6155d
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size 33600461
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checkpoint-16/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-16/adapter_config.json
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{
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"auto_mapping": null,
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"base_model_name_or_path": "TinyPixel/CodeLlama-7B-Instruct-bf16-sharded",
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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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"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-16/adapter_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:7f7a1bbce3caebacb816c0495fbbb159235adcb419505b2828ae70601fe6155d
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size 33600461
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checkpoint-16/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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checkpoint-16/pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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size 443
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checkpoint-16/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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size 14575
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checkpoint-16/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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size 627
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checkpoint-16/special_tokens_map.json
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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-16/tokenizer.json
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The diff for this file is too large to render.
See raw diff
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checkpoint-16/tokenizer.model
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version https://git-lfs.github.com/spec/v1
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size 500058
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checkpoint-16/tokenizer_config.json
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{
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"added_tokens_decoder": {
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"0": {
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"content": "<unk>",
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"lstrip": false,
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"normalized": true,
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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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"normalized": true,
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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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"normalized": true,
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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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},
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| 28 |
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"additional_special_tokens": [],
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| 29 |
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"bos_token": "<s>",
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| 30 |
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"clean_up_tokenization_spaces": false,
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| 31 |
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"eos_token": "</s>",
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| 32 |
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"legacy": null,
|
| 33 |
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"model_max_length": 1024,
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| 34 |
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"pad_token": null,
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| 35 |
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"sp_model_kwargs": {},
|
| 36 |
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"spaces_between_special_tokens": false,
|
| 37 |
+
"tokenizer_class": "LlamaTokenizer",
|
| 38 |
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"unk_token": "<unk>",
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| 39 |
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"use_default_system_prompt": true
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}
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checkpoint-16/trainer_state.json
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{
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"best_metric": null,
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"best_model_checkpoint": null,
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"epoch": 4.0,
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| 5 |
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"eval_steps": 500,
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| 6 |
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"global_step": 16,
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| 7 |
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"is_hyper_param_search": false,
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| 8 |
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"is_local_process_zero": true,
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| 9 |
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"is_world_process_zero": true,
|
| 10 |
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"log_history": [
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| 11 |
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{
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| 12 |
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"epoch": 0.75,
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| 13 |
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"learning_rate": 0.00018571428571428572,
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| 14 |
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"loss": 2.3281,
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| 15 |
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"step": 3
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| 16 |
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},
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| 17 |
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{
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| 18 |
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"epoch": 1.5,
|
| 19 |
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"learning_rate": 0.00014285714285714287,
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| 20 |
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"loss": 2.1585,
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| 21 |
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"step": 6
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| 22 |
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},
|
| 23 |
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{
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| 24 |
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"epoch": 2.25,
|
| 25 |
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"learning_rate": 0.0001,
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| 26 |
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"loss": 2.225,
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| 27 |
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"step": 9
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| 28 |
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},
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| 29 |
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{
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| 30 |
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"epoch": 3.0,
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| 31 |
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"learning_rate": 5.714285714285714e-05,
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| 32 |
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"loss": 2.1849,
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| 33 |
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"step": 12
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| 34 |
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},
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| 35 |
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{
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| 36 |
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"epoch": 3.75,
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| 37 |
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"learning_rate": 1.4285714285714285e-05,
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| 38 |
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"loss": 2.1607,
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"step": 15
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| 40 |
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}
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| 41 |
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],
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| 42 |
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"logging_steps": 3,
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| 43 |
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"max_steps": 16,
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| 44 |
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"num_train_epochs": 4,
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| 45 |
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"save_steps": 500,
|
| 46 |
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"total_flos": 1.040575012798464e+16,
|
| 47 |
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"trial_name": null,
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| 48 |
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"trial_params": null
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| 49 |
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}
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checkpoint-16/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:03f6d5a44f3fa13fa09ff0dffca7041c8d0ccff8e511bb368721b9f8d4397f92
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size 4091
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runs/Sep19_02-24-44_ed9ea168f002/events.out.tfevents.1695090284.ed9ea168f002.6270.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:35e90c67c9b721e81e322fcfd130da4d2f1af3916cfa12deb7c628fbe0776578
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size 6067
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special_tokens_map.json
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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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tokenizer.json
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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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tokenizer_config.json
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| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"0": {
|
| 4 |
+
"content": "<unk>",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": true,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": true
|
| 10 |
+
},
|
| 11 |
+
"1": {
|
| 12 |
+
"content": "<s>",
|
| 13 |
+
"lstrip": false,
|
| 14 |
+
"normalized": true,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
},
|
| 19 |
+
"2": {
|
| 20 |
+
"content": "</s>",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": true,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
}
|
| 27 |
+
},
|
| 28 |
+
"additional_special_tokens": [],
|
| 29 |
+
"bos_token": "<s>",
|
| 30 |
+
"clean_up_tokenization_spaces": false,
|
| 31 |
+
"eos_token": "</s>",
|
| 32 |
+
"legacy": null,
|
| 33 |
+
"model_max_length": 1024,
|
| 34 |
+
"pad_token": null,
|
| 35 |
+
"sp_model_kwargs": {},
|
| 36 |
+
"spaces_between_special_tokens": false,
|
| 37 |
+
"tokenizer_class": "LlamaTokenizer",
|
| 38 |
+
"unk_token": "<unk>",
|
| 39 |
+
"use_default_system_prompt": true
|
| 40 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:03f6d5a44f3fa13fa09ff0dffca7041c8d0ccff8e511bb368721b9f8d4397f92
|
| 3 |
+
size 4091
|
training_params.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"model": "TinyPixel/CodeLlama-7B-Instruct-bf16-sharded", "data_path": "data/", "project_name": "zscript-finetune", "train_split": "train", "valid_split": null, "text_column": "text", "lr": 0.0002, "epochs": 4, "batch_size": 4, "warmup_ratio": 0.1, "gradient_accumulation": 4, "optimizer": "adamw_torch", "scheduler": "linear", "weight_decay": 0.01, "max_grad_norm": 1.0, "seed": 42, "add_eos_token": false, "block_size": 4096, "use_peft": true, "lora_r": 16, "lora_alpha": 32, "lora_dropout": 0.05, "logging_steps": -1, "evaluation_strategy": "epoch", "save_total_limit": 1, "save_strategy": "epoch", "auto_find_batch_size": false, "fp16": true, "push_to_hub": true, "use_int8": false, "model_max_length": 1024, "repo_id": "Rintron/zscript-finetune", "use_int4": true, "trainer": "default", "target_modules": null, "merge_adapter": false, "username": null}
|