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add model files

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README.md CHANGED
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  ---
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- license: cc-by-nc-4.0
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- language:
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- - 'no'
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- - en
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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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-le-out
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+ results: []
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+ ---
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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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+
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+ [<img src="https://raw.githubusercontent.com/OpenAccess-AI-Collective/axolotl/main/image/axolotl-badge-web.png" alt="Built with Axolotl" width="200" height="32"/>](https://github.com/OpenAccess-AI-Collective/axolotl)
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+ # llama-le-out
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+
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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 the None dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.6239
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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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: 4
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+ - eval_batch_size: 4
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+ - seed: 42
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+ - distributed_type: multi-GPU
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+ - num_devices: 4
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+ - gradient_accumulation_steps: 2
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+ - total_train_batch_size: 32
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+ - total_eval_batch_size: 16
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+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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+ - lr_scheduler_type: cosine
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+ - lr_scheduler_warmup_steps: 10
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+ - num_epochs: 3
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss |
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+ |:-------------:|:-----:|:----:|:---------------:|
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+ | 0.9364 | 0.06 | 100 | 0.8000 |
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+ | 0.809 | 0.12 | 200 | 0.7724 |
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+ | 0.8695 | 0.18 | 300 | 0.7571 |
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+ | 0.7512 | 0.24 | 400 | 0.7406 |
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+ | 0.8266 | 0.3 | 500 | 0.7327 |
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+ | 0.7898 | 0.35 | 600 | 0.7238 |
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+ | 0.9163 | 0.41 | 700 | 0.7135 |
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+ | 0.6955 | 0.47 | 800 | 0.7025 |
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+ | 0.7887 | 0.53 | 900 | 0.7009 |
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+ | 0.7361 | 0.59 | 1000 | 0.6911 |
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+ | 0.7736 | 0.65 | 1100 | 0.6897 |
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+ | 0.7135 | 0.71 | 1200 | 0.6859 |
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+ | 0.8138 | 0.77 | 1300 | 0.6788 |
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+ | 0.7172 | 0.83 | 1400 | 0.6720 |
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+ | 0.7387 | 0.89 | 1500 | 0.6695 |
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+ | 0.7042 | 0.95 | 1600 | 0.6688 |
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+ | 0.7231 | 1.0 | 1700 | 0.6652 |
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+ | 0.7136 | 1.06 | 1800 | 0.6626 |
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+ | 0.694 | 1.12 | 1900 | 0.6583 |
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+ | 0.7401 | 1.18 | 2000 | 0.6551 |
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+ | 0.63 | 1.24 | 2100 | 0.6519 |
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+ | 0.6506 | 1.3 | 2200 | 0.6478 |
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+ | 0.7436 | 1.36 | 2300 | 0.6457 |
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+ | 0.5903 | 1.42 | 2400 | 0.6452 |
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+ | 0.6861 | 1.48 | 2500 | 0.6399 |
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+ | 0.6576 | 1.54 | 2600 | 0.6412 |
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+ | 0.6327 | 1.59 | 2700 | 0.6357 |
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+ | 0.6634 | 1.65 | 2800 | 0.6378 |
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+ | 0.6419 | 1.71 | 2900 | 0.6349 |
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+ | 0.6573 | 1.77 | 3000 | 0.6344 |
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+ | 0.7052 | 1.83 | 3100 | 0.6327 |
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+ | 0.6438 | 1.89 | 3200 | 0.6292 |
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+ | 0.713 | 1.95 | 3300 | 0.6283 |
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+ | 0.6357 | 2.01 | 3400 | 0.6293 |
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+ | 0.5736 | 2.07 | 3500 | 0.6302 |
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+ | 0.591 | 2.13 | 3600 | 0.6307 |
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+ | 0.6995 | 2.19 | 3700 | 0.6295 |
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+ | 0.6708 | 2.24 | 3800 | 0.6277 |
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+ | 0.6329 | 2.3 | 3900 | 0.6262 |
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+ | 0.6138 | 2.36 | 4000 | 0.6271 |
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+ | 0.6316 | 2.42 | 4100 | 0.6266 |
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+ | 0.6022 | 2.48 | 4200 | 0.6260 |
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+ | 0.7221 | 2.54 | 4300 | 0.6252 |
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+ | 0.6943 | 2.6 | 4400 | 0.6256 |
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+ | 0.6616 | 2.66 | 4500 | 0.6246 |
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+ | 0.6185 | 2.72 | 4600 | 0.6247 |
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+ | 0.6417 | 2.78 | 4700 | 0.6239 |
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+ | 0.6238 | 2.84 | 4800 | 0.6237 |
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+ | 0.6024 | 2.89 | 4900 | 0.6236 |
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+ | 0.6059 | 2.95 | 5000 | 0.6239 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.34.1
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+ - Pytorch 2.0.1+cu118
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+ - Datasets 2.14.6
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+ - Tokenizers 0.14.1
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merged/special_tokens_map.json ADDED
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+ {
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merged/tokenizer.model ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ size 499723
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+ {
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+ }
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+ "chat_template": "{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% else %}{% set loop_messages = messages %}{% set system_message = false %}{% endif %}{% for message in loop_messages %}{% if (message['role'] == 'user') != (loop.index0 % 2 == 0) %}{{ raise_exception('Conversation roles must alternate user/assistant/user/assistant/...') }}{% endif %}{% if loop.index0 == 0 and system_message != false %}{% set content = '<<SYS>>\\n' + system_message + '\\n<</SYS>>\\n\\n' + message['content'] %}{% else %}{% set content = message['content'] %}{% endif %}{% if message['role'] == 'user' %}{{ bos_token + '[INST] ' + content.strip() + ' [/INST]' }}{% elif message['role'] == 'assistant' %}{{ ' ' + content.strip() + ' ' + eos_token }}{% endif %}{% endfor %}",
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+ "bos_token": "<s>",
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+ "chat_template": "{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% else %}{% set loop_messages = messages %}{% set system_message = false %}{% endif %}{% for message in loop_messages %}{% if (message['role'] == 'user') != (loop.index0 % 2 == 0) %}{{ raise_exception('Conversation roles must alternate user/assistant/user/assistant/...') }}{% endif %}{% if loop.index0 == 0 and system_message != false %}{% set content = '<<SYS>>\\n' + system_message + '\\n<</SYS>>\\n\\n' + message['content'] %}{% else %}{% set content = message['content'] %}{% endif %}{% if message['role'] == 'user' %}{{ bos_token + '[INST] ' + content.strip() + ' [/INST]' }}{% elif message['role'] == 'assistant' %}{{ ' ' + content.strip() + ' ' + eos_token }}{% endif %}{% endfor %}",
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