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Model: Gueule-d-ange/aup-fullft-kto_w1-w1lam9.68e-4-seed5 Source: Original Platform
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README.md
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README.md
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---
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library_name: transformers
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license: other
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base_model: EleutherAI/pythia-1.4b
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tags:
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- llama-factory
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- full
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- generated_from_trainer
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model-index:
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- name: fullft_kto_w1_w1lam9.68e-4_seed5
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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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# fullft_kto_w1_w1lam9.68e-4_seed5
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This model is a fine-tuned version of [EleutherAI/pythia-1.4b](https://huggingface.co/EleutherAI/pythia-1.4b) on the uf_label_pool_kto dataset.
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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: 1e-06
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- train_batch_size: 8
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- eval_batch_size: 8
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- seed: 5
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- gradient_accumulation_steps: 8
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- total_train_batch_size: 64
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- optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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- lr_scheduler_type: cosine
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- lr_scheduler_warmup_steps: 100
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- num_epochs: 3.0
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### Training results
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### Framework versions
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- Transformers 4.57.1
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- Pytorch 2.12.1+cu130
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- Datasets 4.0.0
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- Tokenizers 0.22.2
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all_results.json
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{
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"epoch": 3.0,
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"total_flos": 9.97585917447635e+17,
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"train_loss": 0.5860847269726952,
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"train_runtime": 11055.2237,
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"train_samples_per_second": 13.407,
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"train_steps_per_second": 0.209
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}
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chat_template.jinja
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{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% else %}{% set loop_messages = messages %}{% endif %}{% if system_message is defined %}{{ 'System: ' + system_message + '<|endoftext|>' + '
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' }}{% endif %}{% for message in loop_messages %}{% set content = message['content'] %}{% if message['role'] == 'user' %}{{ 'Human: ' + content + '<|endoftext|>' + '
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Assistant:' }}{% elif message['role'] == 'assistant' %}{{ content + '<|endoftext|>' + '
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' }}{% endif %}{% endfor %}
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config.json
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"architectures": [
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"GPTNeoXForCausalLM"
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"attention_bias": true,
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"attention_dropout": 0.0,
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"dtype": "float32",
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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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"initializer_range": 0.02,
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"intermediate_size": 8192,
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"layer_norm_eps": 1e-05,
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"model_type": "gpt_neox",
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"num_attention_heads": 16,
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"num_hidden_layers": 24,
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"partial_rotary_factor": 0.25,
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"rope_scaling": null,
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"rope_theta": 10000,
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"use_cache": false,
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"use_parallel_residual": true,
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"vocab_size": 50304
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}
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"gpt_neox.layers.6.attention.dense.bias": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.6.attention.dense.weight": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.6.attention.query_key_value.bias": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.6.attention.query_key_value.weight": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.6.input_layernorm.bias": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.6.input_layernorm.weight": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.6.mlp.dense_4h_to_h.bias": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.6.mlp.dense_4h_to_h.weight": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.6.mlp.dense_h_to_4h.bias": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.6.mlp.dense_h_to_4h.weight": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.6.post_attention_layernorm.bias": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.6.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.7.attention.dense.bias": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.7.attention.dense.weight": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.7.attention.query_key_value.bias": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.7.attention.query_key_value.weight": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.7.input_layernorm.bias": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.7.input_layernorm.weight": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.7.mlp.dense_4h_to_h.bias": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.7.mlp.dense_4h_to_h.weight": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.7.mlp.dense_h_to_4h.bias": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.7.mlp.dense_h_to_4h.weight": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.7.post_attention_layernorm.bias": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.7.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.8.attention.dense.bias": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.8.attention.dense.weight": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.8.attention.query_key_value.bias": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.8.attention.query_key_value.weight": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.8.input_layernorm.bias": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.8.input_layernorm.weight": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.8.mlp.dense_4h_to_h.bias": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.8.mlp.dense_4h_to_h.weight": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.8.mlp.dense_h_to_4h.bias": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.8.mlp.dense_h_to_4h.weight": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.8.post_attention_layernorm.bias": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.8.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.9.attention.dense.bias": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.9.attention.dense.weight": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.9.attention.query_key_value.bias": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.9.attention.query_key_value.weight": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.9.input_layernorm.bias": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.9.input_layernorm.weight": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.9.mlp.dense_4h_to_h.bias": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.9.mlp.dense_4h_to_h.weight": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.9.mlp.dense_h_to_4h.bias": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.9.mlp.dense_h_to_4h.weight": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.9.post_attention_layernorm.bias": "model-00001-of-00002.safetensors",
|
||||||
|
"gpt_neox.layers.9.post_attention_layernorm.weight": "model-00001-of-00002.safetensors"
|
||||||
|
}
|
||||||
|
}
|
||||||
24
special_tokens_map.json
Normal file
24
special_tokens_map.json
Normal file
@@ -0,0 +1,24 @@
|
|||||||
|
{
|
||||||
|
"bos_token": {
|
||||||
|
"content": "<|endoftext|>",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": false,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false
|
||||||
|
},
|
||||||
|
"eos_token": {
|
||||||
|
"content": "<|endoftext|>",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": false,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false
|
||||||
|
},
|
||||||
|
"pad_token": "<|endoftext|>",
|
||||||
|
"unk_token": {
|
||||||
|
"content": "<|endoftext|>",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": false,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false
|
||||||
|
}
|
||||||
|
}
|
||||||
250582
tokenizer.json
Normal file
250582
tokenizer.json
Normal file
File diff suppressed because it is too large
Load Diff
217
tokenizer_config.json
Normal file
217
tokenizer_config.json
Normal file
@@ -0,0 +1,217 @@
|
|||||||
|
{
|
||||||
|
"add_bos_token": false,
|
||||||
|
"add_eos_token": false,
|
||||||
|
"add_prefix_space": false,
|
||||||
|
"added_tokens_decoder": {
|
||||||
|
"0": {
|
||||||
|
"content": "<|endoftext|>",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": false,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false,
|
||||||
|
"special": true
|
||||||
|
},
|
||||||
|
"1": {
|
||||||
|
"content": "<|padding|>",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": false,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false,
|
||||||
|
"special": true
|
||||||
|
},
|
||||||
|
"50254": {
|
||||||
|
"content": " ",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": true,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false,
|
||||||
|
"special": false
|
||||||
|
},
|
||||||
|
"50255": {
|
||||||
|
"content": " ",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": true,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false,
|
||||||
|
"special": false
|
||||||
|
},
|
||||||
|
"50256": {
|
||||||
|
"content": " ",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": true,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false,
|
||||||
|
"special": false
|
||||||
|
},
|
||||||
|
"50257": {
|
||||||
|
"content": " ",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": true,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false,
|
||||||
|
"special": false
|
||||||
|
},
|
||||||
|
"50258": {
|
||||||
|
"content": " ",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": true,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false,
|
||||||
|
"special": false
|
||||||
|
},
|
||||||
|
"50259": {
|
||||||
|
"content": " ",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": true,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false,
|
||||||
|
"special": false
|
||||||
|
},
|
||||||
|
"50260": {
|
||||||
|
"content": " ",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": true,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false,
|
||||||
|
"special": false
|
||||||
|
},
|
||||||
|
"50261": {
|
||||||
|
"content": " ",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": true,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false,
|
||||||
|
"special": false
|
||||||
|
},
|
||||||
|
"50262": {
|
||||||
|
"content": " ",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": true,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false,
|
||||||
|
"special": false
|
||||||
|
},
|
||||||
|
"50263": {
|
||||||
|
"content": " ",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": true,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false,
|
||||||
|
"special": false
|
||||||
|
},
|
||||||
|
"50264": {
|
||||||
|
"content": " ",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": true,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false,
|
||||||
|
"special": false
|
||||||
|
},
|
||||||
|
"50265": {
|
||||||
|
"content": " ",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": true,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false,
|
||||||
|
"special": false
|
||||||
|
},
|
||||||
|
"50266": {
|
||||||
|
"content": " ",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": true,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false,
|
||||||
|
"special": false
|
||||||
|
},
|
||||||
|
"50267": {
|
||||||
|
"content": " ",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": true,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false,
|
||||||
|
"special": false
|
||||||
|
},
|
||||||
|
"50268": {
|
||||||
|
"content": " ",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": true,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false,
|
||||||
|
"special": false
|
||||||
|
},
|
||||||
|
"50269": {
|
||||||
|
"content": " ",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": true,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false,
|
||||||
|
"special": false
|
||||||
|
},
|
||||||
|
"50270": {
|
||||||
|
"content": " ",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": true,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false,
|
||||||
|
"special": false
|
||||||
|
},
|
||||||
|
"50271": {
|
||||||
|
"content": " ",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": true,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false,
|
||||||
|
"special": false
|
||||||
|
},
|
||||||
|
"50272": {
|
||||||
|
"content": " ",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": true,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false,
|
||||||
|
"special": false
|
||||||
|
},
|
||||||
|
"50273": {
|
||||||
|
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|
||||||
|
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|
||||||
|
"normalized": true,
|
||||||
|
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|
||||||
|
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|
||||||
|
"special": false
|
||||||
|
},
|
||||||
|
"50274": {
|
||||||
|
"content": " ",
|
||||||
|
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|
||||||
|
"normalized": true,
|
||||||
|
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|
||||||
|
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|
||||||
|
"special": false
|
||||||
|
},
|
||||||
|
"50275": {
|
||||||
|
"content": " ",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": true,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false,
|
||||||
|
"special": false
|
||||||
|
},
|
||||||
|
"50276": {
|
||||||
|
"content": " ",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": true,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false,
|
||||||
|
"special": false
|
||||||
|
}
|
||||||
|
},
|
||||||
|
"bos_token": "<|endoftext|>",
|
||||||
|
"clean_up_tokenization_spaces": false,
|
||||||
|
"eos_token": "<|endoftext|>",
|
||||||
|
"extra_special_tokens": {},
|
||||||
|
"model_max_length": 1000000000000000019884624838656,
|
||||||
|
"pad_token": "<|endoftext|>",
|
||||||
|
"padding_side": "right",
|
||||||
|
"split_special_tokens": false,
|
||||||
|
"tokenizer_class": "GPTNeoXTokenizer",
|
||||||
|
"unk_token": "<|endoftext|>"
|
||||||
|
}
|
||||||
8
train_results.json
Normal file
8
train_results.json
Normal file
@@ -0,0 +1,8 @@
|
|||||||
|
{
|
||||||
|
"epoch": 3.0,
|
||||||
|
"total_flos": 9.97585917447635e+17,
|
||||||
|
"train_loss": 0.5860847269726952,
|
||||||
|
"train_runtime": 11055.2237,
|
||||||
|
"train_samples_per_second": 13.407,
|
||||||
|
"train_steps_per_second": 0.209
|
||||||
|
}
|
||||||
2228
trainer_state.json
Normal file
2228
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 sha256:9c2b5edf005bd0aec0840ca9e9a14a3e346592cc51056a0acf4bf4a90d76bda9
|
||||||
|
size 6353
|
||||||
BIN
training_loss.png
Normal file
BIN
training_loss.png
Normal file
Binary file not shown.
|
After Width: | Height: | Size: 50 KiB |
BIN
training_loss_base_kto.png
Normal file
BIN
training_loss_base_kto.png
Normal file
Binary file not shown.
|
After Width: | Height: | Size: 46 KiB |
BIN
training_rewards_chosen.png
Normal file
BIN
training_rewards_chosen.png
Normal file
Binary file not shown.
|
After Width: | Height: | Size: 52 KiB |
BIN
training_rewards_margins.png
Normal file
BIN
training_rewards_margins.png
Normal file
Binary file not shown.
|
After Width: | Height: | Size: 47 KiB |
BIN
training_rewards_rejected.png
Normal file
BIN
training_rewards_rejected.png
Normal file
Binary file not shown.
|
After Width: | Height: | Size: 53 KiB |
Reference in New Issue
Block a user