submission_id: cgato-l3-thespice-8b-dpo_4448_v1
developer_uid: c.gato
status: inactive
model_repo: cgato/L3-TheSpice-8b-DPO-v2.3-e7.1
reward_repo: ChaiML/reward_gpt2_medium_preference_24m_e2
generation_params: {'temperature': 0.8, 'top_p': 0.9, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 512, 'best_of': 16, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': False}
reward_formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': False}
timestamp: 2024-05-05T21:21:43+00:00
model_name: cgato-l3-thespice-8b-dpo_4448_v1
model_eval_status: success
double_thumbs_up: 3725
thumbs_up: 5289
thumbs_down: 3263
num_battles: 269578
num_wins: 152563
celo_rating: 1226.25
entertaining: 6.44
stay_in_character: 8.12
user_preference: 6.22
safety_score: 0.59
submission_type: basic
model_architecture: LlamaForCausalLM
model_num_parameters: 8030261248.0
best_of: 16
max_input_tokens: 512
max_output_tokens: 64
display_name: cgato-l3-thespice-8b-dpo_4448_v1
double_thumbs_up_ratio: 0.30341288588417364
feedback_count: 12277
ineligible_reason: None
language_model: cgato/L3-TheSpice-8b-DPO-v2.3-e7.1
model_score: 6.926666666666666
model_size: 8B
reward_model: ChaiML/reward_gpt2_medium_preference_24m_e2
single_thumbs_up_ratio: 0.43080557139366293
thumbs_down_ratio: 0.2657815427221634
thumbs_up_ratio: 0.7342184572778366
us_pacific_date: 2024-05-05
win_ratio: 0.5659326799664661
Resubmit model
Running pipeline stage MKMLizer
Starting job with name cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer
Waiting for job on cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer to finish
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: ║ _____ __ __ ║
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: ║ /___/ ║
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: ║ ║
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: ║ Version: 0.8.10 ║
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: ║ ║
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cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: ║ belonging to: ║
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: ║ ║
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: ║ Chai Research Corp. ║
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: ║ Expiration: 2024-07-15 23:59:59 ║
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cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: /opt/conda/lib/python3.10/site-packages/huggingface_hub/utils/_deprecation.py:131: FutureWarning: 'list_files_info' (from 'huggingface_hub.hf_api') is deprecated and will be removed from version '0.23'. Use `list_repo_tree` and `get_paths_info` instead.
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: warnings.warn(warning_message, FutureWarning)
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: Downloaded to shared memory in 27.922s
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: quantizing model to /dev/shm/model_cache
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: Loading 0: 0%| | 0/291 [00:00<?, ?it/s] Loading 0: 29%|██▊ | 83/291 [00:01<00:03, 69.08it/s] Loading 0: 64%|██████▍ | 187/291 [00:02<00:01, 78.46it/s] Loading 0: 100%|██████████| 291/291 [00:07<00:00, 33.46it/s] Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: quantized model in 19.953s
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: Processed model cgato/L3-TheSpice-8b-DPO-v2.3-e7.1 in 49.004s
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: creating bucket guanaco-mkml-models
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-4448-v1
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-4448-v1/special_tokens_map.json
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-4448-v1/config.json
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-4448-v1/tokenizer.json
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-4448-v1/tokenizer_config.json
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-4448-v1/flywheel_model.0.safetensors
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/configuration_auto.py:913: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/tokenization_auto.py:757: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-4448-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.
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: /opt/conda/lib/python3.10/site-packages/torch/_utils.py:831: UserWarning: TypedStorage is deprecated. It will be removed in the future and UntypedStorage will be the only storage class. This should only matter to you if you are using storages directly. To access UntypedStorage directly, use tensor.untyped_storage() instead of tensor.storage()
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: return self.fget.__get__(instance, owner)()
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: Saving duration: 0.275s
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: Processed model ChaiML/reward_gpt2_medium_preference_24m_e2 in 4.596s
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: creating bucket guanaco-reward-models
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: Bucket 's3://guanaco-reward-models/' created
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-4448-v1_reward
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-4448-v1_reward/config.json
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-4448-v1_reward/tokenizer_config.json
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-4448-v1_reward/special_tokens_map.json
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-4448-v1_reward/merges.txt
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-4448-v1_reward/vocab.json
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-4448-v1_reward/tokenizer.json
cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-4448-v1_reward/reward.tensors
Job cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer completed after 72.95s with status: succeeded
Stopping job with name cgato-l3-thespice-8b-dpo-4448-v1-mkmlizer
Pipeline stage MKMLizer completed in 75.92s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.08s
Running pipeline stage ISVCDeployer
Creating inference service cgato-l3-thespice-8b-dpo-4448-v1
Waiting for inference service cgato-l3-thespice-8b-dpo-4448-v1 to be ready
Inference service cgato-l3-thespice-8b-dpo-4448-v1 ready after 30.192110061645508s
Pipeline stage ISVCDeployer completed in 37.04s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2044119834899902s
Received healthy response to inference request in 1.2732312679290771s
Received healthy response to inference request in 1.2670886516571045s
Received healthy response to inference request in 1.270005226135254s
Received healthy response to inference request in 1.2952933311462402s
5 requests
0 failed requests
5th percentile: 1.2676719665527343
10th percentile: 1.2682552814483643
20th percentile: 1.2694219112396241
30th percentile: 1.2706504344940186
40th percentile: 1.2719408512115478
50th percentile: 1.2732312679290771
60th percentile: 1.2820560932159424
70th percentile: 1.2908809185028076
80th percentile: 1.4771170616149905
90th percentile: 1.8407645225524902
95th percentile: 2.0225882530212402
99th percentile: 2.16804723739624
mean time: 1.4620060920715332
Pipeline stage StressChecker completed in 7.91s
Running pipeline stage DaemonicModelEvalScorer
Pipeline stage DaemonicModelEvalScorer completed in 0.03s
Running pipeline stage DaemonicSafetyScorer
Running M-Eval for topic stay_in_character
Pipeline stage DaemonicSafetyScorer completed in 0.04s
M-Eval Dataset for topic stay_in_character is loaded
cgato-l3-thespice-8b-dpo_4448_v1 status is now deployed due to DeploymentManager action
cgato-l3-thespice-8b-dpo_4448_v1 status is now inactive due to auto deactivation removed underperforming models

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