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rejozacharia/lora-course-info
Browse files- README.md +61 -0
- adapter_config.json +29 -0
- adapter_model.safetensors +3 -0
- runs/Jul08_01-59-22_acf2e77b0718/events.out.tfevents.1720403977.acf2e77b0718.871.0 +3 -0
- runs/Jul08_02-03-17_acf2e77b0718/events.out.tfevents.1720404216.acf2e77b0718.871.1 +3 -0
- runs/Jul08_02-12-49_acf2e77b0718/events.out.tfevents.1720404770.acf2e77b0718.871.2 +3 -0
- runs/Jul08_02-13-56_acf2e77b0718/events.out.tfevents.1720404836.acf2e77b0718.871.3 +3 -0
- special_tokens_map.json +24 -0
- tokenizer.json +0 -0
- tokenizer.model +3 -0
- tokenizer_config.json +43 -0
- training_args.bin +3 -0
README.md
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---
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base_model: TheBloke/Mistral-7B-Instruct-v0.2-GPTQ
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library_name: peft
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license: apache-2.0
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tags:
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- generated_from_trainer
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model-index:
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- name: results
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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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# results
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This model is a fine-tuned version of [TheBloke/Mistral-7B-Instruct-v0.2-GPTQ](https://huggingface.co/TheBloke/Mistral-7B-Instruct-v0.2-GPTQ) on the None dataset.
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It achieves the following results on the evaluation set:
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- eval_loss: 0.9410
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- eval_runtime: 2.4361
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- eval_samples_per_second: 1.642
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- eval_steps_per_second: 0.41
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- epoch: 13.0
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- step: 13
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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: 20
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- eval_batch_size: 20
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- seed: 42
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- gradient_accumulation_steps: 4
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- total_train_batch_size: 80
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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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- num_epochs: 20
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- mixed_precision_training: Native AMP
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### Framework versions
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- PEFT 0.11.1
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- Transformers 4.41.2
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- Pytorch 2.0.1+cu117
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- Datasets 2.20.0
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- Tokenizers 0.19.1
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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": "TheBloke/Mistral-7B-Instruct-v0.2-GPTQ",
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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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"layer_replication": null,
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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": 32,
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"lora_dropout": 0.05,
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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": 8,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"v_proj",
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"q_proj"
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],
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"task_type": "CAUSAL_LM",
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"use_dora": false,
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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:a4e64b8cfb901e59c75064d7198c20f81a3f05e93c9ef092c72f972331c72fc9
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size 13648432
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runs/Jul08_01-59-22_acf2e77b0718/events.out.tfevents.1720403977.acf2e77b0718.871.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:d531d4ef255545663f4c9453a252a608e300d7f13de0aef0201622a4266b163a
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size 7213
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runs/Jul08_02-03-17_acf2e77b0718/events.out.tfevents.1720404216.acf2e77b0718.871.1
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version https://git-lfs.github.com/spec/v1
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size 9106
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runs/Jul08_02-12-49_acf2e77b0718/events.out.tfevents.1720404770.acf2e77b0718.871.2
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version https://git-lfs.github.com/spec/v1
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size 5447
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runs/Jul08_02-13-56_acf2e77b0718/events.out.tfevents.1720404836.acf2e77b0718.871.3
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version https://git-lfs.github.com/spec/v1
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oid sha256:d6fe72f0655d27a5d8ad430c718923f85cecc70737a6b4d74f44cdde30acf1c5
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size 11597
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special_tokens_map.json
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{
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"bos_token": {
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"content": "<s>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"eos_token": {
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"content": "</s>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"pad_token": "</s>",
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"unk_token": {
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"content": "<unk>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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}
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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:dadfd56d766715c61d2ef780a525ab43b8e6da4de6865bda3d95fdef5e134055
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size 493443
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tokenizer_config.json
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{
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"add_bos_token": true,
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"add_eos_token": false,
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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": false,
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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": false,
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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": false,
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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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"additional_special_tokens": [],
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"bos_token": "<s>",
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"chat_template": "{{ bos_token }}{% for message in messages %}{% if (message['role'] == 'user') != (loop.index0 % 2 == 0) %}{{ raise_exception('Conversation roles must alternate user/assistant/user/assistant/...') }}{% endif %}{% if message['role'] == 'user' %}{{ '[INST] ' + message['content'] + ' [/INST]' }}{% elif message['role'] == 'assistant' %}{{ message['content'] + eos_token}}{% else %}{{ raise_exception('Only user and assistant roles are supported!') }}{% endif %}{% endfor %}",
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"clean_up_tokenization_spaces": false,
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"eos_token": "</s>",
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"legacy": true,
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"model_max_length": 1000000000000000019884624838656,
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"pad_token": "</s>",
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"sp_model_kwargs": {},
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"spaces_between_special_tokens": false,
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"tokenizer_class": "LlamaTokenizer",
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"unk_token": "<unk>",
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"use_default_system_prompt": false
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}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:0d19301f83d322d09e7ba0c9b383f6217029fc7a633d87c14d207474df418549
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size 4603
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