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Model: alignment-handbook/zephyr-7b-sft-full Source: Original Platform
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README.md
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README.md
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---
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license: apache-2.0
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base_model: mistralai/Mistral-7B-v0.1
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tags:
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- alignment-handbook
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- generated_from_trainer
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- trl
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- sft
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- generated_from_trainer
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datasets:
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- HuggingFaceH4/ultrachat_200k
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model-index:
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- name: zephyr-7b-sft-full
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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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# zephyr-7b-sft-full
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This model is a fine-tuned version of [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) on the HuggingFaceH4/ultrachat_200k dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.9353
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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: 2e-05
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- train_batch_size: 16
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- eval_batch_size: 8
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- seed: 42
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- distributed_type: multi-GPU
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- num_devices: 8
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- total_train_batch_size: 128
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- total_eval_batch_size: 64
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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_ratio: 0.1
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- num_epochs: 1
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 0.9075 | 1.0 | 1090 | 0.9353 |
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### Framework versions
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- Transformers 4.36.2
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- Pytorch 2.1.2+cu121
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- Datasets 2.14.6
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- Tokenizers 0.15.0
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all_results.json
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{
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"epoch": 1.0,
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"eval_loss": 0.9353461265563965,
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"eval_runtime": 141.7596,
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"eval_samples": 23110,
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"eval_samples_per_second": 108.853,
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"eval_steps_per_second": 1.707,
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"train_loss": 0.9776473476252424,
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"train_runtime": 5608.2856,
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"train_samples": 207865,
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"train_samples_per_second": 24.861,
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"train_steps_per_second": 0.194
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}
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config.json
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"model_type": "mistral",
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eval_results.json
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size 359
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||||
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|
||||
version https://git-lfs.github.com/spec/v1
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||||
oid sha256:e4a8c062eeddc8854efc1993700a0cd5e0c9e4418568d1982171c3ca73dc2408
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size 7900
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||||
version https://git-lfs.github.com/spec/v1
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||||
oid sha256:bcf2610b4cfe40702a5bc0ffb88392d4d1bb991b8424589c61f2babe872475c9
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||||
size 359
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||||
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|
||||
version https://git-lfs.github.com/spec/v1
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||||
oid sha256:d28c38c3c3a2d5d09592b34f1885d240ced6b061000d86207dd6fce4a2a33095
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||||
size 39380
|
||||
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|
||||
version https://git-lfs.github.com/spec/v1
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||||
oid sha256:2cfef66c0ba02c9e54feb1537c8fc054d48605df617e900c782d113fa2cc0859
|
||||
size 359
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||||
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||||
version https://git-lfs.github.com/spec/v1
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||||
oid sha256:cd7f25fbf29b87da1eb52c6961c9817d4df7207797ebcaa5e3a8d23380bce5d5
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||||
size 39379
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|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:98419bcde11bdd300eba86cae7c9590c8fa1aa6a585ea4be1e4772dafbb18fc6
|
||||
size 359
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||||
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|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:90f8be6d48739f1195940b01e45e3ea3a129a60fe64edab8f36578786014497a
|
||||
size 12020
|
||||
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:9eec287b76d94cc4e120edb1cebe80d335c9e06fb9ec7c2e45395dada58bc581
|
||||
size 13430
|
||||
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|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:96e97e123fb53e13a26b828f12590cc5becb81ab6683de41959fec1d2a64fd5e
|
||||
size 359
|
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@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:3189372cc8c6459ee460d3d31cbaddfb99a40696a85cc9050a23dea2a8e6a339
|
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size 13430
|
||||
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|
||||
version https://git-lfs.github.com/spec/v1
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||||
oid sha256:e2868aa7d42743dcea1cc11cb77830e050620d5fc59cb3c0b74befa9a82dd81e
|
||||
size 359
|
||||
24
special_tokens_map.json
Normal file
24
special_tokens_map.json
Normal file
@@ -0,0 +1,24 @@
|
||||
{
|
||||
"bos_token": {
|
||||
"content": "<s>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"eos_token": {
|
||||
"content": "</s>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"pad_token": "</s>",
|
||||
"unk_token": {
|
||||
"content": "<unk>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
}
|
||||
}
|
||||
91122
tokenizer.json
Normal file
91122
tokenizer.json
Normal file
File diff suppressed because it is too large
Load Diff
43
tokenizer_config.json
Normal file
43
tokenizer_config.json
Normal file
@@ -0,0 +1,43 @@
|
||||
{
|
||||
"add_bos_token": true,
|
||||
"add_eos_token": false,
|
||||
"added_tokens_decoder": {
|
||||
"0": {
|
||||
"content": "<unk>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"1": {
|
||||
"content": "<s>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"2": {
|
||||
"content": "</s>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
}
|
||||
},
|
||||
"additional_special_tokens": [],
|
||||
"bos_token": "<s>",
|
||||
"chat_template": "{% for message in messages %}\n{% if message['role'] == 'user' %}\n{{ '<|user|>\n' + message['content'] + eos_token }}\n{% elif message['role'] == 'system' %}\n{{ '<|system|>\n' + message['content'] + eos_token }}\n{% elif message['role'] == 'assistant' %}\n{{ '<|assistant|>\n' + message['content'] + eos_token }}\n{% endif %}\n{% if loop.last and add_generation_prompt %}\n{{ '<|assistant|>' }}\n{% endif %}\n{% endfor %}",
|
||||
"clean_up_tokenization_spaces": false,
|
||||
"eos_token": "</s>",
|
||||
"legacy": true,
|
||||
"model_max_length": 2048,
|
||||
"pad_token": "</s>",
|
||||
"sp_model_kwargs": {},
|
||||
"spaces_between_special_tokens": false,
|
||||
"tokenizer_class": "LlamaTokenizer",
|
||||
"unk_token": "<unk>",
|
||||
"use_default_system_prompt": false
|
||||
}
|
||||
8
train_results.json
Normal file
8
train_results.json
Normal file
@@ -0,0 +1,8 @@
|
||||
{
|
||||
"epoch": 1.0,
|
||||
"train_loss": 0.9776473476252424,
|
||||
"train_runtime": 5608.2856,
|
||||
"train_samples": 207865,
|
||||
"train_samples_per_second": 24.861,
|
||||
"train_steps_per_second": 0.194
|
||||
}
|
||||
1352
trainer_state.json
Normal file
1352
trainer_state.json
Normal file
File diff suppressed because it is too large
Load Diff
3
training_args.bin
Normal file
3
training_args.bin
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:d3b21ac8aa96ede08dff93ff7093f50fb78d95e2f8867e3aa2f0b941ee67f99b
|
||||
size 5880
|
||||
Reference in New Issue
Block a user