chansung commited on
Commit
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End of training

Browse files
README.md CHANGED
@@ -2,12 +2,13 @@
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  license: gemma
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  library_name: peft
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  tags:
 
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  - trl
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  - sft
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  - generated_from_trainer
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  base_model: google/gemma-2b
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  datasets:
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- - generator
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  model-index:
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  - name: gemma2b-summarize-gemini1_5flash-1k
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  results: []
@@ -18,7 +19,7 @@ should probably proofread and complete it, then remove this comment. -->
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  # gemma2b-summarize-gemini1_5flash-1k
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- This model is a fine-tuned version of [google/gemma-2b](https://huggingface.co/google/gemma-2b) on the generator dataset.
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  It achieves the following results on the evaluation set:
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  - Loss: 2.7426
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  license: gemma
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  library_name: peft
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  tags:
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+ - alignment-handbook
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  - trl
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  - sft
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  - generated_from_trainer
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  base_model: google/gemma-2b
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  datasets:
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+ - llama-duo/synth_summarize_dataset_dedup
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  model-index:
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  - name: gemma2b-summarize-gemini1_5flash-1k
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  results: []
 
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  # gemma2b-summarize-gemini1_5flash-1k
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+ This model is a fine-tuned version of [google/gemma-2b](https://huggingface.co/google/gemma-2b) on the llama-duo/synth_summarize_dataset_dedup dataset.
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  It achieves the following results on the evaluation set:
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  - Loss: 2.7426
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all_results.json CHANGED
@@ -1,5 +1,10 @@
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  {
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  "epoch": 10.0,
 
 
 
 
 
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  "total_flos": 1.56632893882368e+16,
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  "train_loss": 2.325469994544983,
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  "train_runtime": 70.3098,
 
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  {
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  "epoch": 10.0,
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+ "eval_loss": 2.742553472518921,
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+ "eval_runtime": 0.4806,
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+ "eval_samples": 25,
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+ "eval_samples_per_second": 20.808,
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+ "eval_steps_per_second": 2.081,
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  "total_flos": 1.56632893882368e+16,
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  "train_loss": 2.325469994544983,
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  "train_runtime": 70.3098,
config.json ADDED
@@ -0,0 +1,44 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "_name_or_path": "google/gemma-2b",
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+ "architectures": [
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+ "GemmaForCausalLM"
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+ ],
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+ "attention_bias": false,
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+ "attention_dropout": 0.0,
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+ "bos_token_id": 2,
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+ "eos_token_id": 1,
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+ "head_dim": 256,
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+ "hidden_act": "gelu",
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+ "hidden_activation": null,
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+ "hidden_size": 2048,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 16384,
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+ "max_position_embeddings": 8192,
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+ "model_type": "gemma",
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+ "num_attention_heads": 8,
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+ "num_hidden_layers": 18,
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+ "num_key_value_heads": 1,
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+ "pad_token_id": 0,
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+ "quantization_config": {
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+ "_load_in_4bit": true,
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+ "_load_in_8bit": false,
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+ "bnb_4bit_compute_dtype": "bfloat16",
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+ "bnb_4bit_quant_storage": "uint8",
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+ "bnb_4bit_quant_type": "nf4",
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+ "bnb_4bit_use_double_quant": false,
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+ "llm_int8_enable_fp32_cpu_offload": false,
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+ "llm_int8_has_fp16_weight": false,
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+ "llm_int8_skip_modules": null,
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+ "llm_int8_threshold": 6.0,
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+ "load_in_4bit": true,
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+ "load_in_8bit": false,
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+ "quant_method": "bitsandbytes"
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+ },
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+ "rms_norm_eps": 1e-06,
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+ "rope_scaling": null,
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+ "rope_theta": 10000.0,
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+ "torch_dtype": "bfloat16",
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+ "transformers_version": "4.40.1",
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+ "use_cache": true,
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+ "vocab_size": 256000
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+ }
eval_results.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
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+ {
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+ "epoch": 10.0,
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+ "eval_loss": 2.742553472518921,
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+ "eval_runtime": 0.4806,
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+ "eval_samples": 25,
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+ "eval_samples_per_second": 20.808,
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+ "eval_steps_per_second": 2.081
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+ }
runs/Jun05_04-30-32_7bdd13775218/events.out.tfevents.1717561935.7bdd13775218.54143.1 ADDED
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+ size 354