developer_uid: Nitral-AI
submission_id: nitral-ai-layphinia-v0-2-7b_v1
model_name: nitral-ai-layphinia-v0-2-7b_v1
model_group: Nitral-AI/Layphinia-v0.2
status: torndown
timestamp: 2024-04-04T21:49:57+00:00
num_battles: 5581
num_wins: 2613
celo_rating: 1145.06
family_friendly_score: 0.0
submission_type: basic
model_repo: Nitral-AI/Layphinia-v0.2-7B
model_architecture: MistralForCausalLM
reward_repo: ChaiML/reward_gpt2_medium_preference_24m_e2
model_num_parameters: 7241748480.0
best_of: 16
max_input_tokens: 512
max_output_tokens: 64
display_name: nitral-ai-layphinia-v0-2-7b_v1
is_internal_developer: False
language_model: Nitral-AI/Layphinia-v0.2-7B
model_size: 7B
ranking_group: single
us_pacific_date: 2024-04-04
win_ratio: 0.4681956638595234
generation_params: {'temperature': 1.0, 'top_p': 1.0, '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: {'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'}
model_eval_status: success
Resubmit model
Running pipeline stage MKMLizer
Starting job with name nitral-ai-layphinia-v0-2-7b-v1-mkmlizer
Waiting for job on nitral-ai-layphinia-v0-2-7b-v1-mkmlizer to finish
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: ║ _____ __ __ ║
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: ║ /___/ ║
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: ║ ║
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: ║ Version: 0.6.11 ║
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: ║ ║
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: ║ The license key for the current software has been verified as ║
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: ║ belonging to: ║
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: ║ ║
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: ║ Chai Research Corp. ║
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: ║ Expiration: 2024-07-15 23:59:59 ║
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: ║ ║
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: Downloaded to shared memory in 37.695s
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: quantizing model to /dev/shm/model_cache
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: Saving mkml model at /dev/shm/model_cache
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: Reading /tmp/tmp14capw7q/model.safetensors.index.json
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: Profiling: 0%| | 0/291 [00:00<?, ?it/s] Profiling: 0%| | 1/291 [00:00<01:30, 3.20it/s] Profiling: 5%|▌ | 15/291 [00:00<00:05, 46.02it/s] Profiling: 12%|█▏ | 36/291 [00:00<00:02, 96.14it/s] Profiling: 17%|█▋ | 50/291 [00:00<00:02, 88.88it/s] Profiling: 24%|██▍ | 70/291 [00:00<00:01, 116.01it/s] Profiling: 29%|██▉ | 85/291 [00:02<00:06, 30.67it/s] Profiling: 36%|███▌ | 104/291 [00:02<00:04, 43.90it/s] Profiling: 41%|████ | 120/291 [00:02<00:03, 52.85it/s] Profiling: 47%|████▋ | 138/291 [00:02<00:02, 68.93it/s] Profiling: 54%|█████▍ | 158/291 [00:02<00:01, 80.06it/s] Profiling: 60%|█████▉ | 174/291 [00:02<00:01, 93.19it/s] Profiling: 67%|██████▋ | 196/291 [00:02<00:00, 117.22it/s] Profiling: 73%|███████▎ | 213/291 [00:04<00:02, 34.71it/s] Profiling: 81%|████████ | 235/291 [00:04<00:01, 46.35it/s] Profiling: 88%|████████▊ | 255/291 [00:04<00:00, 60.34it/s] Profiling: 96%|█████████▌| 278/291 [00:04<00:00, 74.50it/s] Profiling: 100%|██████████| 291/291 [00:04<00:00, 61.65it/s]
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: quantized model in 14.296s
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: Processed model Nitral-AI/Layphinia-v0.2-7B in 52.841s
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: creating bucket guanaco-mkml-models
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/nitral-ai-layphinia-v0-2-7b-v1
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/nitral-ai-layphinia-v0-2-7b-v1/config.json
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/nitral-ai-layphinia-v0-2-7b-v1/tokenizer_config.json
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/nitral-ai-layphinia-v0-2-7b-v1/special_tokens_map.json
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/nitral-ai-layphinia-v0-2-7b-v1/added_tokens.json
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/nitral-ai-layphinia-v0-2-7b-v1/tokenizer.json
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.model s3://guanaco-mkml-models/nitral-ai-layphinia-v0-2-7b-v1/tokenizer.model
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
nitral-ai-layphinia-v0-2-7b-v1-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.
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: warnings.warn(
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nitral-ai-layphinia-v0-2-7b-v1-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.
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: warnings.warn(
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nitral-ai-layphinia-v0-2-7b-v1-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.
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: warnings.warn(
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: pytorch_model.bin: 0%| | 0.00/1.44G [00:00<?, ?B/s] pytorch_model.bin: 1%| | 10.5M/1.44G [00:00<00:19, 73.0MB/s] pytorch_model.bin: 1%|▏ | 21.0M/1.44G [00:00<00:20, 70.4MB/s] pytorch_model.bin: 6%|▌ | 83.9M/1.44G [00:00<00:05, 257MB/s] pytorch_model.bin: 12%|█▏ | 178M/1.44G [00:00<00:02, 479MB/s] pytorch_model.bin: 24%|██▍ | 346M/1.44G [00:00<00:01, 852MB/s] pytorch_model.bin: 41%|████▏ | 598M/1.44G [00:00<00:00, 1.36GB/s] pytorch_model.bin: 52%|█████▏ | 753M/1.44G [00:00<00:00, 1.32GB/s] pytorch_model.bin: 62%|██████▏ | 899M/1.44G [00:02<00:01, 313MB/s] pytorch_model.bin: 70%|██████▉ | 1.00G/1.44G [00:02<00:01, 349MB/s] pytorch_model.bin: 100%|█████████▉| 1.44G/1.44G [00:02<00:00, 604MB/s]
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: Saving duration: 0.230s
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: Processed model ChaiML/reward_gpt2_medium_preference_24m_e2 in 5.787s
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: creating bucket guanaco-reward-models
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: Bucket 's3://guanaco-reward-models/' created
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/nitral-ai-layphinia-v0-2-7b-v1_reward
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/nitral-ai-layphinia-v0-2-7b-v1_reward/config.json
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/nitral-ai-layphinia-v0-2-7b-v1_reward/special_tokens_map.json
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/nitral-ai-layphinia-v0-2-7b-v1_reward/tokenizer_config.json
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/nitral-ai-layphinia-v0-2-7b-v1_reward/merges.txt
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/nitral-ai-layphinia-v0-2-7b-v1_reward/vocab.json
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/nitral-ai-layphinia-v0-2-7b-v1_reward/tokenizer.json
nitral-ai-layphinia-v0-2-7b-v1-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/nitral-ai-layphinia-v0-2-7b-v1_reward/reward.tensors
Job nitral-ai-layphinia-v0-2-7b-v1-mkmlizer completed after 86.16s with status: succeeded
Stopping job with name nitral-ai-layphinia-v0-2-7b-v1-mkmlizer
Pipeline stage MKMLizer completed in 92.50s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.11s
Running pipeline stage ISVCDeployer
Creating inference service nitral-ai-layphinia-v0-2-7b-v1
Waiting for inference service nitral-ai-layphinia-v0-2-7b-v1 to be ready
Inference service nitral-ai-layphinia-v0-2-7b-v1 ready after 50.32797718048096s
Pipeline stage ISVCDeployer completed in 58.33s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.7225475311279297s
Received healthy response to inference request in 1.222226858139038s
Received healthy response to inference request in 0.9459359645843506s
Received healthy response to inference request in 1.2155156135559082s
Received healthy response to inference request in 0.8079171180725098s
5 requests
0 failed requests
5th percentile: 0.835520887374878
10th percentile: 0.8631246566772461
20th percentile: 0.9183321952819824
30th percentile: 0.9998518943786621
40th percentile: 1.1076837539672852
50th percentile: 1.2155156135559082
60th percentile: 1.21820011138916
70th percentile: 1.2208846092224122
80th percentile: 1.3222909927368165
90th percentile: 1.522419261932373
95th percentile: 1.6224833965301513
99th percentile: 1.702534704208374
mean time: 1.1828286170959472
Pipeline stage StressChecker completed in 6.93s
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 0.05s
M-Eval Dataset for topic stay_in_character is loaded
nitral-ai-layphinia-v0-2-7b_v1 status is now deployed due to DeploymentManager action
nitral-ai-layphinia-v0-2-7b_v1 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of nitral-ai-layphinia-v0-2-7b_v1
Running pipeline stage ISVCDeleter
Checking if service nitral-ai-layphinia-v0-2-7b-v1 is running
Tearing down inference service nitral-ai-layphinia-v0-2-7b-v1
Toredown service nitral-ai-layphinia-v0-2-7b-v1
Pipeline stage ISVCDeleter completed in 4.36s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key nitral-ai-layphinia-v0-2-7b-v1/added_tokens.json from bucket guanaco-mkml-models
Deleting key nitral-ai-layphinia-v0-2-7b-v1/config.json from bucket guanaco-mkml-models
Deleting key nitral-ai-layphinia-v0-2-7b-v1/mkml_model.tensors from bucket guanaco-mkml-models
Deleting key nitral-ai-layphinia-v0-2-7b-v1/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key nitral-ai-layphinia-v0-2-7b-v1/tokenizer.json from bucket guanaco-mkml-models
Deleting key nitral-ai-layphinia-v0-2-7b-v1/tokenizer.model from bucket guanaco-mkml-models
Deleting key nitral-ai-layphinia-v0-2-7b-v1/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key nitral-ai-layphinia-v0-2-7b-v1_reward/config.json from bucket guanaco-reward-models
Deleting key nitral-ai-layphinia-v0-2-7b-v1_reward/merges.txt from bucket guanaco-reward-models
Deleting key nitral-ai-layphinia-v0-2-7b-v1_reward/reward.tensors from bucket guanaco-reward-models
Deleting key nitral-ai-layphinia-v0-2-7b-v1_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key nitral-ai-layphinia-v0-2-7b-v1_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key nitral-ai-layphinia-v0-2-7b-v1_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key nitral-ai-layphinia-v0-2-7b-v1_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 2.33s
nitral-ai-layphinia-v0-2-7b_v1 status is now torndown due to DeploymentManager action