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Model: cygu/llama-2-7b-logit-watermark-distill-kgw-k1-gamma0.25-delta2 Source: Original Platform
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README.md
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---
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tags:
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- generated_from_trainer
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datasets:
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- openwebtext
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license: llama2
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---
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## Model description
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Logit-based watermark distilled Llama 2 7B using the KGW \\(k=1, \gamma=0.25, \delta=2\\) watermarking strategy in the paper [On the Learnability of Watermarks for Language Models](https://arxiv.org/abs/2312.04469).
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 1e-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: 4
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- total_train_batch_size: 64
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- total_eval_batch_size: 32
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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: 500
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- training_steps: 5000
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### Framework versions
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- Transformers 4.29.2
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- Pytorch 2.0.1+cu117
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- Datasets 2.13.1
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- Tokenizers 0.13.3
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all_results.json
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all_results.json
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{
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"epoch": 1.0,
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"train_loss": 0.11027394030094147,
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"train_runtime": 20556.8372,
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"train_samples_per_second": 15.567,
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"train_steps_per_second": 0.243
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}
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{
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"_name_or_path": "/scr-ssd/cygu/weights/Llama-2-7b-hf/",
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"architectures": [
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"LlamaForCausalLM"
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],
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"bos_token_id": 1,
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"eos_token_id": 2,
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"hidden_act": "silu",
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"hidden_size": 4096,
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"initializer_range": 0.02,
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"intermediate_size": 11008,
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"max_position_embeddings": 4096,
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"model_type": "llama",
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"num_attention_heads": 32,
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"num_hidden_layers": 32,
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"num_key_value_heads": 32,
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"pretraining_tp": 1,
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"rms_norm_eps": 1e-05,
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"rope_scaling": null,
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"tie_word_embeddings": false,
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"torch_dtype": "float32",
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"transformers_version": "4.29.2",
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"use_cache": true,
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"vocab_size": 32000
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}
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"max_length": 4096,
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"temperature": 0.6,
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"top_p": 0.9,
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"transformers_version": "4.29.2"
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}
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|
||||
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||||
23
special_tokens_map.json
Normal file
23
special_tokens_map.json
Normal file
@@ -0,0 +1,23 @@
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
93391
tokenizer.json
Normal file
93391
tokenizer.json
Normal file
File diff suppressed because it is too large
Load Diff
BIN
tokenizer.model
(Stored with Git LFS)
Normal file
BIN
tokenizer.model
(Stored with Git LFS)
Normal file
Binary file not shown.
33
tokenizer_config.json
Normal file
33
tokenizer_config.json
Normal file
@@ -0,0 +1,33 @@
|
||||
{
|
||||
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|
||||
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|
||||
"content": "<s>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"clean_up_tokenization_spaces": false,
|
||||
"eos_token": {
|
||||
"__type": "AddedToken",
|
||||
"content": "</s>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"legacy": false,
|
||||
"model_max_length": 1000000000000000019884624838656,
|
||||
"pad_token": null,
|
||||
"padding_side": "right",
|
||||
"sp_model_kwargs": {},
|
||||
"tokenizer_class": "LlamaTokenizer",
|
||||
"unk_token": {
|
||||
"__type": "AddedToken",
|
||||
"content": "<unk>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
}
|
||||
}
|
||||
7
train_results.json
Normal file
7
train_results.json
Normal file
@@ -0,0 +1,7 @@
|
||||
{
|
||||
"epoch": 1.0,
|
||||
"train_loss": 0.11027394030094147,
|
||||
"train_runtime": 20556.8372,
|
||||
"train_samples_per_second": 15.567,
|
||||
"train_steps_per_second": 0.243
|
||||
}
|
||||
30025
trainer_state.json
Normal file
30025
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:a328531e3ee9c73034163464a68682973cdde21f9f7342e2af0421a6c5fbf132
|
||||
size 4283
|
||||
1
watermark_config.json
Normal file
1
watermark_config.json
Normal file
@@ -0,0 +1 @@
|
||||
{"type": "kgw", "vocab_size": 32000, "k": 1, "gamma": 0.25, "delta": 2.0, "seeding_scheme": "simple_1", "hash_key": 15485863, "select_green_tokens": true, "kgw_device": "cpu"}
|
||||
Reference in New Issue
Block a user