chaiml-elo-alignment-run-3

developer_uid: zonemercy

submission_id: chaiml-elo-alignment-run-3_v1

model_name: dpo-v2-0710-rm-score-completed

model_group: ChaiML/elo_alignment_run

status: torndown

timestamp: 2024-07-12T02:30:47+00:00

num_battles: 20686

num_wins: 12367

celo_rating: 1267.36

family_friendly_score: 0.0

submission_type: basic

model_repo: ChaiML/elo_alignment_run_3

model_architecture: LlamaForCausalLM

reward_repo: ChaiML/gpt2_xl_pairwise_89m_step_347634

model_num_parameters: 8030261248.0

best_of: 16

max_input_tokens: 512

max_output_tokens: 64

display_name: dpo-v2-0710-rm-score-completed

is_internal_developer: True

language_model: ChaiML/elo_alignment_run_3

model_size: 8B

ranking_group: single

us_pacific_date: 2024-07-11

win_ratio: 0.5978439524315963

generation_params: {'temperature': 0.95, 'top_p': 1.0, 'min_p': 0.08, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '<|eot_id|>'], 'max_input_tokens': 512, 'best_of': 16, 'max_output_tokens': 64}

formatter: {'memory_template': "<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\n{bot_name}'s Persona: {memory}\n\n", 'prompt_template': '{prompt}<|eot_id|>', 'bot_template': '<|start_header_id|>assistant<|end_header_id|>\n\n{bot_name}: {message}<|eot_id|>', 'user_template': '<|start_header_id|>user<|end_header_id|>\n\n{user_name}: {message}<|eot_id|>', 'response_template': '<|start_header_id|>assistant<|end_header_id|>\n\n{bot_name}:', 'truncate_by_message': False}

reward_formatter: {'bot_template': '{bot_name}: {message}\n', 'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', 'response_template': '{bot_name}:', 'truncate_by_message': False, 'user_template': '{user_name}: {message}\n'}

Resubmit model

Running pipeline stage MKMLizer
Starting job with name chaiml-elo-alignment-run-3-v1-mkmlizer
Waiting for job on chaiml-elo-alignment-run-3-v1-mkmlizer to finish
chaiml-elo-alignment-run-3-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-elo-alignment-run-3-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-elo-alignment-run-3-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-elo-alignment-run-3-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-elo-alignment-run-3-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-elo-alignment-run-3-v1-mkmlizer: ║       /___/                                                         ║
chaiml-elo-alignment-run-3-v1-mkmlizer: ║                                                                     ║
chaiml-elo-alignment-run-3-v1-mkmlizer: ║  Version: 0.8.14                                                    ║
chaiml-elo-alignment-run-3-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-elo-alignment-run-3-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-elo-alignment-run-3-v1-mkmlizer: ║                                                                     ║
chaiml-elo-alignment-run-3-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-elo-alignment-run-3-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-elo-alignment-run-3-v1-mkmlizer: ║                                                                     ║
chaiml-elo-alignment-run-3-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-elo-alignment-run-3-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-elo-alignment-run-3-v1-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
chaiml-elo-alignment-run-3-v1-mkmlizer: ║                                                                     ║
chaiml-elo-alignment-run-3-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-elo-alignment-run-3-v1-mkmlizer: Downloaded to shared memory in 72.501s
chaiml-elo-alignment-run-3-v1-mkmlizer: quantizing model to /dev/shm/model_cache
chaiml-elo-alignment-run-3-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
chaiml-elo-alignment-run-3-v1-mkmlizer: quantized model in 32.389s
chaiml-elo-alignment-run-3-v1-mkmlizer: Processed model ChaiML/elo_alignment_run_3 in 104.890s
chaiml-elo-alignment-run-3-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-elo-alignment-run-3-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-elo-alignment-run-3-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-elo-alignment-run-3-v1
chaiml-elo-alignment-run-3-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-elo-alignment-run-3-v1/tokenizer_config.json
chaiml-elo-alignment-run-3-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-elo-alignment-run-3-v1/special_tokens_map.json
chaiml-elo-alignment-run-3-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-elo-alignment-run-3-v1/config.json
chaiml-elo-alignment-run-3-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-elo-alignment-run-3-v1/tokenizer.json
chaiml-elo-alignment-run-3-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-elo-alignment-run-3-v1/flywheel_model.0.safetensors
chaiml-elo-alignment-run-3-v1-mkmlizer: loading reward model from ChaiML/gpt2_xl_pairwise_89m_step_347634
chaiml-elo-alignment-run-3-v1-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/configuration_auto.py:919: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
chaiml-elo-alignment-run-3-v1-mkmlizer:   warnings.warn(
chaiml-elo-alignment-run-3-v1-mkmlizer: /opt/conda/lib/python3.10/site-packages/huggingface_hub/file_download.py:1132: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`.
chaiml-elo-alignment-run-3-v1-mkmlizer:   warnings.warn(
chaiml-elo-alignment-run-3-v1-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/tokenization_auto.py:769: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
chaiml-elo-alignment-run-3-v1-mkmlizer:   warnings.warn(
chaiml-elo-alignment-run-3-v1-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/auto_factory.py:468: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
chaiml-elo-alignment-run-3-v1-mkmlizer:   warnings.warn(
chaiml-elo-alignment-run-3-v1-mkmlizer: 
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chaiml-elo-alignment-run-3-v1-mkmlizer: 
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chaiml-elo-alignment-run-3-v1-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
chaiml-elo-alignment-run-3-v1-mkmlizer: Saving duration: 2.237s
chaiml-elo-alignment-run-3-v1-mkmlizer: Processed model ChaiML/gpt2_xl_pairwise_89m_step_347634 in 22.796s
chaiml-elo-alignment-run-3-v1-mkmlizer: creating bucket guanaco-reward-models
chaiml-elo-alignment-run-3-v1-mkmlizer: Bucket 's3://guanaco-reward-models/' created
chaiml-elo-alignment-run-3-v1-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/chaiml-elo-alignment-run-3-v1_reward
chaiml-elo-alignment-run-3-v1-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/chaiml-elo-alignment-run-3-v1_reward/config.json
chaiml-elo-alignment-run-3-v1-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/chaiml-elo-alignment-run-3-v1_reward/tokenizer_config.json
chaiml-elo-alignment-run-3-v1-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/chaiml-elo-alignment-run-3-v1_reward/vocab.json
chaiml-elo-alignment-run-3-v1-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/chaiml-elo-alignment-run-3-v1_reward/special_tokens_map.json
chaiml-elo-alignment-run-3-v1-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/chaiml-elo-alignment-run-3-v1_reward/tokenizer.json
chaiml-elo-alignment-run-3-v1-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/chaiml-elo-alignment-run-3-v1_reward/merges.txt
chaiml-elo-alignment-run-3-v1-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/chaiml-elo-alignment-run-3-v1_reward/reward.tensors
Job chaiml-elo-alignment-run-3-v1-mkmlizer completed after 155.72s with status: succeeded
Stopping job with name chaiml-elo-alignment-run-3-v1-mkmlizer
Pipeline stage MKMLizer completed in 156.70s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.13s
Running pipeline stage ISVCDeployer
Creating inference service chaiml-elo-alignment-run-3-v1
Waiting for inference service chaiml-elo-alignment-run-3-v1 to be ready
Inference service chaiml-elo-alignment-run-3-v1 ready after 50.310672998428345s
Pipeline stage ISVCDeployer completed in 57.17s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3174538612365723s
Received healthy response to inference request in 1.5524287223815918s
Received healthy response to inference request in 1.5466091632843018s
Received healthy response to inference request in 1.5008659362792969s
Received healthy response to inference request in 1.5820393562316895s
5 requests
0 failed requests
5th percentile: 1.510014581680298
10th percentile: 1.519163227081299
20th percentile: 1.5374605178833007
30th percentile: 1.5477730751037597
40th percentile: 1.5501008987426759
50th percentile: 1.5524287223815918
60th percentile: 1.564272975921631
70th percentile: 1.5761172294616699
80th percentile: 1.729122257232666
90th percentile: 2.023288059234619
95th percentile: 2.1703709602355956
99th percentile: 2.288037281036377
mean time: 1.6998794078826904
Pipeline stage StressChecker completed in 9.24s
chaiml-elo-alignment-run-3_v1 status is now deployed due to DeploymentManager action
chaiml-elo-alignment-run-3_v1 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of chaiml-elo-alignment-run-3_v1
Running pipeline stage ISVCDeleter
Checking if service chaiml-elo-alignment-run-3-v1 is running
Skipping teardown as no inference service was found
Pipeline stage ISVCDeleter completed in 4.97s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key chaiml-elo-alignment-run-3-v1/config.json from bucket guanaco-mkml-models
Deleting key chaiml-elo-alignment-run-3-v1/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key chaiml-elo-alignment-run-3-v1/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key chaiml-elo-alignment-run-3-v1/tokenizer.json from bucket guanaco-mkml-models
Deleting key chaiml-elo-alignment-run-3-v1/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key chaiml-elo-alignment-run-3-v1_reward/config.json from bucket guanaco-reward-models
Deleting key chaiml-elo-alignment-run-3-v1_reward/merges.txt from bucket guanaco-reward-models
Deleting key chaiml-elo-alignment-run-3-v1_reward/reward.tensors from bucket guanaco-reward-models
Deleting key chaiml-elo-alignment-run-3-v1_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key chaiml-elo-alignment-run-3-v1_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key chaiml-elo-alignment-run-3-v1_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key chaiml-elo-alignment-run-3-v1_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 5.31s
chaiml-elo-alignment-run-3_v1 status is now torndown due to DeploymentManager action