VikrantRamesh
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Model save
Browse files- README.md +65 -0
- adapter_config.json +29 -0
- adapter_model.safetensors +3 -0
- generation_config.json +10 -0
- runs/Mar18_04-16-39_6d06c6d0aa39/events.out.tfevents.1710735409.6d06c6d0aa39.549.0 +3 -0
- runs/Mar18_04-16-39_6d06c6d0aa39/events.out.tfevents.1710738022.6d06c6d0aa39.549.1 +3 -0
- training_args.bin +3 -0
README.md
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---
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base_model: meta-llama/Llama-2-7b-chat-hf
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tags:
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- generated_from_trainer
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model-index:
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- name: Llama_CN_pretrain
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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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# Llama_CN_pretrain
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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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It achieves the following results on the evaluation set:
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- Loss: 2.5331
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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: 8
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- eval_batch_size: 8
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- seed: 42
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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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- training_steps: 100
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 3.0225 | 0.03 | 10 | 3.1022 |
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| 2.8635 | 0.05 | 20 | 2.7898 |
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| 2.6242 | 0.08 | 30 | 2.7440 |
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| 2.6995 | 0.1 | 40 | 2.6854 |
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| 2.4791 | 0.13 | 50 | 2.6426 |
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| 2.5932 | 0.15 | 60 | 2.5892 |
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| 2.4885 | 0.18 | 70 | 2.5631 |
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| 2.494 | 0.21 | 80 | 2.5508 |
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| 2.4346 | 0.23 | 90 | 2.5361 |
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| 2.4207 | 0.26 | 100 | 2.5331 |
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### Framework versions
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- Transformers 4.39.0.dev0
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- Pytorch 2.2.1+cu121
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- Datasets 2.18.0
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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": false,
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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": 16,
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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": 8,
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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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"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:ed1b9803d96d5ea297635ed688f77114190590092efbe7cde6fcd69fae545946
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size 16794200
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generation_config.json
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{
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"bos_token_id": 1,
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"do_sample": true,
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"eos_token_id": 2,
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"max_length": 4096,
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"pad_token_id": 0,
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"temperature": 0.6,
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"top_p": 0.9,
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"transformers_version": "4.39.0.dev0"
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}
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runs/Mar18_04-16-39_6d06c6d0aa39/events.out.tfevents.1710735409.6d06c6d0aa39.549.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:8cba07fb4c6e451ddac7c8eb2ade13e2acb6bd80e19c671343eed1c6dd869c1a
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size 10175
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runs/Mar18_04-16-39_6d06c6d0aa39/events.out.tfevents.1710738022.6d06c6d0aa39.549.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:ad393862b38d4c69ca0f5cd9b21c098b8bf061f156ca0cddae097475cb4dd0ac
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size 354
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:18c83d83e1f7e722fba564b54a849dcc5b65306966cbeed7e0b37c8b5ce364c6
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size 4856
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