submission_id: nexusflow-starling-lm-7b-beta_v2
developer_uid: chai_backend_admin
status: inactive
model_repo: Nexusflow/Starling-LM-7B-beta
reward_repo: ChaiML/reward_gpt2_medium_preference_24m_e2
generation_params: {'temperature': 0.9, 'top_p': 1.0, 'top_k': 50, 'presence_penalty': 0.5, 'frequency_penalty': 0.5, 'stopping_words': ['\n', '</s>', '<|user|>', '###'], 'max_input_tokens': 512, 'best_of': 1, '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}:'}
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}:'}
timestamp: 2024-04-02T17:25:10+00:00
model_name: auto_submit_ricum_notutitona
model_eval_status: success
safety_score: 0.97
entertaining: 6.42
stay_in_character: 8.5
user_preference: 6.96
double_thumbs_up: 201
thumbs_up: 401
thumbs_down: 265
num_battles: 23947
num_wins: 9599
win_ratio: 0.4008435294608928
celo_rating: 1083.84
Resubmit model
Running pipeline stage MKMLizer
Starting job with name nexusflow-starling-lm-7b-beta-v2-mkmlizer
Waiting for job on nexusflow-starling-lm-7b-beta-v2-mkmlizer to finish
nexusflow-starling-lm-7b-beta-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
nexusflow-starling-lm-7b-beta-v2-mkmlizer: ║ _____ __ __ ║
nexusflow-starling-lm-7b-beta-v2-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
nexusflow-starling-lm-7b-beta-v2-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
nexusflow-starling-lm-7b-beta-v2-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
nexusflow-starling-lm-7b-beta-v2-mkmlizer: ║ /___/ ║
nexusflow-starling-lm-7b-beta-v2-mkmlizer: ║ ║
nexusflow-starling-lm-7b-beta-v2-mkmlizer: ║ Version: 0.6.11 ║
nexusflow-starling-lm-7b-beta-v2-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
nexusflow-starling-lm-7b-beta-v2-mkmlizer: ║ ║
nexusflow-starling-lm-7b-beta-v2-mkmlizer: ║ The license key for the current software has been verified as ║
nexusflow-starling-lm-7b-beta-v2-mkmlizer: ║ belonging to: ║
nexusflow-starling-lm-7b-beta-v2-mkmlizer: ║ ║
nexusflow-starling-lm-7b-beta-v2-mkmlizer: ║ Chai Research Corp. ║
nexusflow-starling-lm-7b-beta-v2-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
nexusflow-starling-lm-7b-beta-v2-mkmlizer: ║ Expiration: 2024-07-15 23:59:59 ║
nexusflow-starling-lm-7b-beta-v2-mkmlizer: ║ ║
nexusflow-starling-lm-7b-beta-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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nexusflow-starling-lm-7b-beta-v2-mkmlizer: Downloaded to shared memory in 19.532s
nexusflow-starling-lm-7b-beta-v2-mkmlizer: quantizing model to /dev/shm/model_cache
nexusflow-starling-lm-7b-beta-v2-mkmlizer: Saving mkml model at /dev/shm/model_cache
nexusflow-starling-lm-7b-beta-v2-mkmlizer: Reading /tmp/tmpitamor9x/model.safetensors.index.json
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nexusflow-starling-lm-7b-beta-v2-mkmlizer: Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
nexusflow-starling-lm-7b-beta-v2-mkmlizer: quantized model in 17.040s
nexusflow-starling-lm-7b-beta-v2-mkmlizer: Processed model Nexusflow/Starling-LM-7B-beta in 37.797s
nexusflow-starling-lm-7b-beta-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
nexusflow-starling-lm-7b-beta-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/nexusflow-starling-lm-7b-beta-v2
nexusflow-starling-lm-7b-beta-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/nexusflow-starling-lm-7b-beta-v2/config.json
nexusflow-starling-lm-7b-beta-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/nexusflow-starling-lm-7b-beta-v2/tokenizer_config.json
nexusflow-starling-lm-7b-beta-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.model s3://guanaco-mkml-models/nexusflow-starling-lm-7b-beta-v2/tokenizer.model
nexusflow-starling-lm-7b-beta-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/nexusflow-starling-lm-7b-beta-v2/special_tokens_map.json
nexusflow-starling-lm-7b-beta-v2-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/nexusflow-starling-lm-7b-beta-v2/added_tokens.json
nexusflow-starling-lm-7b-beta-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/nexusflow-starling-lm-7b-beta-v2/tokenizer.json
nexusflow-starling-lm-7b-beta-v2-mkmlizer: cp /dev/shm/model_cache/mkml_model.tensors s3://guanaco-mkml-models/nexusflow-starling-lm-7b-beta-v2/mkml_model.tensors
nexusflow-starling-lm-7b-beta-v2-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
nexusflow-starling-lm-7b-beta-v2-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.
nexusflow-starling-lm-7b-beta-v2-mkmlizer: warnings.warn(
nexusflow-starling-lm-7b-beta-v2-mkmlizer: config.json: 0%| | 0.00/1.05k [00:00<?, ?B/s] config.json: 100%|██████████| 1.05k/1.05k [00:00<00:00, 7.85MB/s]
nexusflow-starling-lm-7b-beta-v2-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.
nexusflow-starling-lm-7b-beta-v2-mkmlizer: warnings.warn(
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nexusflow-starling-lm-7b-beta-v2-mkmlizer: vocab.json: 0%| | 0.00/1.04M [00:00<?, ?B/s] vocab.json: 100%|██████████| 1.04M/1.04M [00:00<00:00, 18.2MB/s]
nexusflow-starling-lm-7b-beta-v2-mkmlizer: tokenizer.json: 0%| | 0.00/2.11M [00:00<?, ?B/s] tokenizer.json: 100%|██████████| 2.11M/2.11M [00:00<00:00, 33.7MB/s]
nexusflow-starling-lm-7b-beta-v2-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.
nexusflow-starling-lm-7b-beta-v2-mkmlizer: warnings.warn(
nexusflow-starling-lm-7b-beta-v2-mkmlizer: pytorch_model.bin: 0%| | 0.00/1.44G [00:00<?, ?B/s] pytorch_model.bin: 1%|▏ | 21.0M/1.44G [00:00<00:08, 170MB/s] pytorch_model.bin: 7%|▋ | 94.4M/1.44G [00:00<00:03, 388MB/s] pytorch_model.bin: 15%|█▍ | 210M/1.44G [00:00<00:01, 660MB/s] pytorch_model.bin: 20%|██ | 294M/1.44G [00:00<00:01, 708MB/s] pytorch_model.bin: 25%|██▌ | 367M/1.44G [00:00<00:01, 663MB/s] pytorch_model.bin: 30%|███ | 440M/1.44G [00:00<00:02, 471MB/s] pytorch_model.bin: 36%|███▋ | 524M/1.44G [00:00<00:01, 542MB/s] pytorch_model.bin: 46%|████▋ | 671M/1.44G [00:01<00:01, 748MB/s] pytorch_model.bin: 55%|█████▌ | 797M/1.44G [00:01<00:00, 876MB/s] pytorch_model.bin: 80%|████████ | 1.16G/1.44G [00:01<00:00, 1.61GB/s] pytorch_model.bin: 100%|█████████▉| 1.44G/1.44G [00:01<00:00, 1.04GB/s]
nexusflow-starling-lm-7b-beta-v2-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
nexusflow-starling-lm-7b-beta-v2-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/nexusflow-starling-lm-7b-beta-v2_reward/reward.tensors
Job nexusflow-starling-lm-7b-beta-v2-mkmlizer completed after 64.56s with status: succeeded
Stopping job with name nexusflow-starling-lm-7b-beta-v2-mkmlizer
Pipeline stage MKMLizer completed in 68.69s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.12s
Running pipeline stage ISVCDeployer
Creating inference service nexusflow-starling-lm-7b-beta-v2
Waiting for inference service nexusflow-starling-lm-7b-beta-v2 to be ready
Inference service nexusflow-starling-lm-7b-beta-v2 ready after 50.29797077178955s
Pipeline stage ISVCDeployer completed in 57.91s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.039813756942749s
Received healthy response to inference request in 0.4329369068145752s
Received healthy response to inference request in 0.650676965713501s
Received healthy response to inference request in 0.4917464256286621s
Received healthy response to inference request in 1.4843943119049072s
5 requests
0 failed requests
5th percentile: 0.4446988105773926
10th percentile: 0.45646071434020996
20th percentile: 0.4799845218658447
30th percentile: 0.5235325336456299
40th percentile: 0.5871047496795654
50th percentile: 0.650676965713501
60th percentile: 0.8063316822052001
70th percentile: 0.9619863986968994
80th percentile: 1.1287298679351807
90th percentile: 1.306562089920044
95th percentile: 1.3954782009124755
99th percentile: 1.4666110897064208
mean time: 0.819913673400879
Pipeline stage StressChecker completed in 4.92s
Running pipeline stage DaemonicModelEvalScorer
Pipeline stage DaemonicModelEvalScorer completed in 0.06s
Running M-Eval for topic stay_in_character
Running pipeline stage DaemonicSafetyScorer
M-Eval Dataset for topic stay_in_character is loaded
Pipeline stage DaemonicSafetyScorer completed in 0.09s
nexusflow-starling-lm-7b-beta_v2 status is now deployed due to DeploymentManager action
nexusflow-starling-lm-7b-beta_v2 status is now inactive due to auto deactivation removed underperforming models

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