submission_id: cgato-thespice-7b-ft-v0-3-1_v7
developer_uid: c.gato
status: torndown
model_repo: cgato/TheSpice-7b-FT-v0.3.1
reward_repo: ChaiML/reward_gpt2_medium_preference_24m_e2
generation_params: {'temperature': 1.25, 'top_p': 0.7, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.9, 'frequency_penalty': 0.7, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\nGive short one line responses.\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}\nGive short one line responses.\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: 2024-04-05T18:57:25+00:00
model_name: cgato-thespice-7b-ft-v0-3-1_v7
model_eval_status: success
model_group: cgato/TheSpice-7b-FT-v0.
num_battles: 165730
num_wins: 86476
celo_rating: 1174.82
propriety_score: 0.0
propriety_total_count: 0.0
submission_type: basic
model_architecture: MistralForCausalLM
model_num_parameters: 7241732096.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
display_name: cgato-thespice-7b-ft-v0-3-1_v7
ineligible_reason: propriety_total_count < 800
language_model: cgato/TheSpice-7b-FT-v0.3.1
model_size: 7B
reward_model: ChaiML/reward_gpt2_medium_preference_24m_e2
us_pacific_date: 2024-04-05
win_ratio: 0.5217884510951548
preference_data_url: None
Resubmit model
Running pipeline stage MKMLizer
Starting job with name cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer
Waiting for job on cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer to finish
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: ║ _____ __ __ ║
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: ║ /___/ ║
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: ║ ║
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: ║ Version: 0.6.11 ║
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: ║ ║
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: ║ The license key for the current software has been verified as ║
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: ║ belonging to: ║
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: ║ ║
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: ║ Chai Research Corp. ║
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: ║ Expiration: 2024-07-15 23:59:59 ║
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: ║ ║
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: Downloaded to shared memory in 24.617s
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: quantizing model to /dev/shm/model_cache
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: Saving mkml model at /dev/shm/model_cache
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: Reading /tmp/tmpci_hz7sg/model.safetensors.index.json
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: Profiling: 0%| | 0/291 [00:00<?, ?it/s] Profiling: 0%| | 1/291 [00:01<08:17, 1.72s/it] Profiling: 4%|▍ | 12/291 [00:01<00:31, 8.95it/s] Profiling: 7%|▋ | 21/291 [00:01<00:16, 16.79it/s] Profiling: 11%|█▏ | 33/291 [00:02<00:08, 29.36it/s] Profiling: 15%|█▌ | 45/291 [00:02<00:05, 42.00it/s] Profiling: 19%|█▉ | 55/291 [00:02<00:04, 51.44it/s] Profiling: 22%|██▏ | 65/291 [00:02<00:03, 59.60it/s] Profiling: 27%|██▋ | 78/291 [00:02<00:02, 73.75it/s] Profiling: 31%|███ | 90/291 [00:02<00:02, 81.33it/s] Profiling: 35%|███▍ | 101/291 [00:02<00:03, 50.56it/s] Profiling: 38%|███▊ | 111/291 [00:03<00:03, 57.85it/s] Profiling: 42%|████▏ | 122/291 [00:03<00:02, 65.66it/s] Profiling: 47%|████▋ | 138/291 [00:03<00:01, 82.79it/s] Profiling: 51%|█████ | 149/291 [00:03<00:01, 85.19it/s] Profiling: 56%|█████▌ | 163/291 [00:03<00:01, 97.71it/s] Profiling: 60%|██████ | 175/291 [00:03<00:01, 95.85it/s] Profiling: 65%|██████▍ | 188/291 [00:03<00:00, 103.02it/s] Profiling: 69%|██████▉ | 201/291 [00:03<00:00, 109.79it/s] Profiling: 73%|███████▎ | 213/291 [00:05<00:04, 18.24it/s] Profiling: 79%|███████▊ | 229/291 [00:06<00:02, 26.28it/s] Profiling: 82%|████████▏ | 239/291 [00:06<00:01, 31.69it/s] Profiling: 86%|████████▌ | 249/291 [00:06<00:01, 38.34it/s] Profiling: 91%|█████████ | 265/291 [00:06<00:00, 52.19it/s] Profiling: 95%|█████████▍| 276/291 [00:06<00:00, 58.22it/s] Profiling: 100%|█████████▉| 290/291 [00:06<00:00, 71.75it/s] Profiling: 100%|██████████| 291/291 [00:06<00:00, 42.55it/s]
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: quantized model in 19.496s
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: Processed model cgato/TheSpice-7b-FT-v0.3.1 in 45.895s
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cgato-thespice-7b-ft-v0-3-1-v7/config.json
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cgato-thespice-7b-ft-v0-3-1-v7/tokenizer_config.json
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer.model s3://guanaco-mkml-models/cgato-thespice-7b-ft-v0-3-1-v7/tokenizer.model
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cgato-thespice-7b-ft-v0-3-1-v7/special_tokens_map.json
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cgato-thespice-7b-ft-v0-3-1-v7/tokenizer.json
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: cp /dev/shm/model_cache/mkml_model.tensors s3://guanaco-mkml-models/cgato-thespice-7b-ft-v0-3-1-v7/mkml_model.tensors
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/configuration_auto.py:1067: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: warnings.warn(
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cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/tokenization_auto.py:690: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: warnings.warn(
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cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/auto_factory.py:472: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: warnings.warn(
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cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: Saving duration: 0.292s
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: Processed model ChaiML/reward_gpt2_medium_preference_24m_e2 in 9.226s
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: creating bucket guanaco-reward-models
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: Bucket 's3://guanaco-reward-models/' created
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/cgato-thespice-7b-ft-v0-3-1-v7_reward
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/cgato-thespice-7b-ft-v0-3-1-v7_reward/config.json
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/cgato-thespice-7b-ft-v0-3-1-v7_reward/tokenizer_config.json
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/cgato-thespice-7b-ft-v0-3-1-v7_reward/merges.txt
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/cgato-thespice-7b-ft-v0-3-1-v7_reward/special_tokens_map.json
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/cgato-thespice-7b-ft-v0-3-1-v7_reward/tokenizer.json
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/cgato-thespice-7b-ft-v0-3-1-v7_reward/vocab.json
cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/cgato-thespice-7b-ft-v0-3-1-v7_reward/reward.tensors
Job cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer completed after 74.0s with status: succeeded
Stopping job with name cgato-thespice-7b-ft-v0-3-1-v7-mkmlizer
Pipeline stage MKMLizer completed in 78.93s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.09s
Running pipeline stage ISVCDeployer
Creating inference service cgato-thespice-7b-ft-v0-3-1-v7
Waiting for inference service cgato-thespice-7b-ft-v0-3-1-v7 to be ready
Inference service cgato-thespice-7b-ft-v0-3-1-v7 ready after 40.44827127456665s
Pipeline stage ISVCDeployer completed in 48.31s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.724921464920044s
Received healthy response to inference request in 1.2271254062652588s
Received healthy response to inference request in 1.1752257347106934s
Received healthy response to inference request in 1.1882803440093994s
Received healthy response to inference request in 1.202298641204834s
5 requests
0 failed requests
5th percentile: 1.1778366565704346
10th percentile: 1.1804475784301758
20th percentile: 1.1856694221496582
30th percentile: 1.1910840034484864
40th percentile: 1.1966913223266602
50th percentile: 1.202298641204834
60th percentile: 1.212229347229004
70th percentile: 1.2221600532531738
80th percentile: 1.326684617996216
90th percentile: 1.5258030414581298
95th percentile: 1.6253622531890868
99th percentile: 1.7050096225738525
mean time: 1.303570318222046
Pipeline stage StressChecker completed in 7.37s
Running pipeline stage DaemonicModelEvalScorer
Pipeline stage DaemonicModelEvalScorer completed in 0.04s
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-thespice-7b-ft-v0-3-1_v7 status is now deployed due to DeploymentManager action
cgato-thespice-7b-ft-v0-3-1_v7 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of cgato-thespice-7b-ft-v0-3-1_v7
Running pipeline stage ISVCDeleter
Checking if service cgato-thespice-7b-ft-v0-3-1-v7 is running
Tearing down inference service cgato-thespice-7b-ft-v0-3-1-v7
Toredown service cgato-thespice-7b-ft-v0-3-1-v7
Pipeline stage ISVCDeleter completed in 8.07s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key cgato-thespice-7b-ft-v0-3-1-v7/config.json from bucket guanaco-mkml-models
Deleting key cgato-thespice-7b-ft-v0-3-1-v7/mkml_model.tensors from bucket guanaco-mkml-models
Deleting key cgato-thespice-7b-ft-v0-3-1-v7/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key cgato-thespice-7b-ft-v0-3-1-v7/tokenizer.json from bucket guanaco-mkml-models
Deleting key cgato-thespice-7b-ft-v0-3-1-v7/tokenizer.model from bucket guanaco-mkml-models
Deleting key cgato-thespice-7b-ft-v0-3-1-v7/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key cgato-thespice-7b-ft-v0-3-1-v7_reward/config.json from bucket guanaco-reward-models
Deleting key cgato-thespice-7b-ft-v0-3-1-v7_reward/merges.txt from bucket guanaco-reward-models
Deleting key cgato-thespice-7b-ft-v0-3-1-v7_reward/reward.tensors from bucket guanaco-reward-models
Deleting key cgato-thespice-7b-ft-v0-3-1-v7_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key cgato-thespice-7b-ft-v0-3-1-v7_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key cgato-thespice-7b-ft-v0-3-1-v7_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key cgato-thespice-7b-ft-v0-3-1-v7_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 9.37s
cgato-thespice-7b-ft-v0-3-1_v7 status is now torndown due to DeploymentManager action

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