Model save
Browse files- README.md +67 -0
- config.json +37 -0
- model.safetensors +3 -0
- runs/Jun26_02-41-04_ip-26-0-163-158/events.out.tfevents.1719369750.ip-26-0-163-158.2971644.0 +3 -0
- special_tokens_map.json +23 -0
- tokenizer.json +0 -0
- tokenizer_config.json +214 -0
- training_args.bin +3 -0
README.md
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---
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license: apache-2.0
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base_model: EleutherAI/pythia-1b-deduped
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tags:
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- trl
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- reward-trainer
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- generated_from_trainer
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metrics:
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- accuracy
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model-index:
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- name: rm_tldr_1b
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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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# rm_tldr_1b
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This model is a fine-tuned version of [EleutherAI/pythia-1b-deduped](https://huggingface.co/EleutherAI/pythia-1b-deduped) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.6733
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- Accuracy: 0.6238
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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: 3e-06
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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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- distributed_type: multi-GPU
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- num_devices: 8
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- gradient_accumulation_steps: 4
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- total_train_batch_size: 256
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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: linear
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- num_epochs: 1.0
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:------:|:----:|:---------------:|:--------:|
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| 0.6272 | 0.8270 | 300 | 0.6733 | 0.6238 |
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### Framework versions
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- Transformers 4.41.2
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- Pytorch 2.2.1+cu121
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- Datasets 2.18.0
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- Tokenizers 0.19.1
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config.json
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{
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"_name_or_path": "EleutherAI/pythia-1b-deduped",
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"architectures": [
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"GPTNeoXForSequenceClassification"
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],
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"attention_bias": true,
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"attention_dropout": 0.0,
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"bos_token_id": 0,
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"classifier_dropout": 0.1,
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"eos_token_id": 0,
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"hidden_act": "gelu",
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"hidden_dropout": 0.0,
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"hidden_size": 2048,
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"id2label": {
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"0": "LABEL_0"
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},
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"initializer_range": 0.02,
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"intermediate_size": 8192,
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"label2id": {
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"LABEL_0": 0
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},
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 2048,
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"model_type": "gpt_neox",
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"num_attention_heads": 8,
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"num_hidden_layers": 16,
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"pad_token_id": 50277,
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"rope_scaling": null,
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"rotary_emb_base": 10000,
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"rotary_pct": 0.25,
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"tie_word_embeddings": false,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.41.2",
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"use_cache": true,
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"use_parallel_residual": true,
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"vocab_size": 50304
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:471c47ae938ccc413742af4f4ed436166c042aa7f493154998d1672bc053dd80
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size 1817545330
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runs/Jun26_02-41-04_ip-26-0-163-158/events.out.tfevents.1719369750.ip-26-0-163-158.2971644.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:4681f833b3ec3ef63bf6c5ace7f1b80f60ddf3a8cef8f66e9981b630fd54b6dc
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size 81645
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special_tokens_map.json
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tokenizer.json
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The diff for this file is too large to render.
See raw diff
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tokenizer_config.json
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184 |
+
"lstrip": false,
|
185 |
+
"normalized": true,
|
186 |
+
"rstrip": false,
|
187 |
+
"single_word": false,
|
188 |
+
"special": false
|
189 |
+
},
|
190 |
+
"50275": {
|
191 |
+
"content": " ",
|
192 |
+
"lstrip": false,
|
193 |
+
"normalized": true,
|
194 |
+
"rstrip": false,
|
195 |
+
"single_word": false,
|
196 |
+
"special": false
|
197 |
+
},
|
198 |
+
"50276": {
|
199 |
+
"content": " ",
|
200 |
+
"lstrip": false,
|
201 |
+
"normalized": true,
|
202 |
+
"rstrip": false,
|
203 |
+
"single_word": false,
|
204 |
+
"special": false
|
205 |
+
}
|
206 |
+
},
|
207 |
+
"bos_token": "<|endoftext|>",
|
208 |
+
"clean_up_tokenization_spaces": true,
|
209 |
+
"eos_token": "<|endoftext|>",
|
210 |
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"model_max_length": 1000000000000000019884624838656,
|
211 |
+
"pad_token": null,
|
212 |
+
"tokenizer_class": "GPTNeoXTokenizer",
|
213 |
+
"unk_token": "<|endoftext|>"
|
214 |
+
}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9d6dfd62bb662adae083225b83790663923ef1a8d525a5a02216412224a81057
|
3 |
+
size 6072
|