submission_id: nitral-ai-lnsm-rp-7b-v0-2_v1
developer_uid: Nitral-AI
best_of: 16
celo_rating: 1170.34
display_name: nitral-ai-lnsm-rp-7b-v0-2_v1
family_friendly_score: 0.0
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}
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}
is_internal_developer: False
language_model: Nitral-AI/LNSM-RP-7B-v0.2
max_input_tokens: 512
max_output_tokens: 64
model_architecture: MistralForCausalLM
model_eval_status: success
model_group: Nitral-AI/LNSM-RP-7B-v0.
model_name: nitral-ai-lnsm-rp-7b-v0-2_v1
model_num_parameters: 7241732096.0
model_repo: Nitral-AI/LNSM-RP-7B-v0.2
model_size: 7B
num_battles: 133914
num_wins: 68974
ranking_group: single
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'}
reward_repo: ChaiML/reward_gpt2_medium_preference_24m_e2
status: torndown
submission_type: basic
timestamp: 2024-04-06T21:52:11+00:00
us_pacific_date: 2024-04-06
win_ratio: 0.5150619054019744
Resubmit model
Running pipeline stage MKMLizer
Starting job with name nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer
Waiting for job on nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer to finish
nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: ║ _____ __ __ ║
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nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
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nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: ║ ║
nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: ║ Version: 0.6.11 ║
nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: ║ ║
nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: ║ The license key for the current software has been verified as ║
nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: ║ belonging to: ║
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nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: ║ Chai Research Corp. ║
nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: ║ Expiration: 2024-07-15 23:59:59 ║
nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: ║ ║
nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: Downloaded to shared memory in 41.763s
nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: quantizing model to /dev/shm/model_cache
nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: Saving mkml model at /dev/shm/model_cache
nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: Reading /tmp/tmpg87hn_5h/model.safetensors.index.json
nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: Profiling: 0%| | 0/291 [00:00<?, ?it/s] Profiling: 0%| | 1/291 [00:00<01:10, 4.13it/s] Profiling: 6%|▌ | 18/291 [00:00<00:04, 65.22it/s] Profiling: 12%|█▏ | 35/291 [00:00<00:02, 101.23it/s] Profiling: 17%|█▋ | 49/291 [00:00<00:02, 87.47it/s] Profiling: 23%|██▎ | 66/291 [00:00<00:02, 107.01it/s] Profiling: 28%|██▊ | 81/291 [00:00<00:02, 100.35it/s] Profiling: 33%|███▎ | 95/291 [00:01<00:01, 110.05it/s] Profiling: 40%|███▉ | 115/291 [00:01<00:01, 132.59it/s] Profiling: 45%|████▍ | 130/291 [00:01<00:01, 97.53it/s] Profiling: 53%|█████▎ | 153/291 [00:01<00:01, 122.97it/s] Profiling: 58%|█████▊ | 168/291 [00:01<00:01, 112.91it/s] Profiling: 65%|██████▍ | 188/291 [00:01<00:00, 130.35it/s] Profiling: 70%|██████▉ | 203/291 [00:04<00:04, 20.79it/s] Profiling: 77%|███████▋ | 224/291 [00:04<00:02, 30.13it/s] Profiling: 82%|████████▏ | 238/291 [00:04<00:01, 35.63it/s] Profiling: 89%|████████▉ | 260/291 [00:04<00:00, 50.89it/s] Profiling: 95%|█████████▍| 275/291 [00:04<00:00, 57.88it/s] Profiling: 100%|██████████| 291/291 [00:04<00:00, 60.50it/s]
nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: quantized model in 14.623s
nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: Processed model Nitral-AI/LNSM-RP-7B-v0.2 in 57.310s
nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: creating bucket guanaco-mkml-models
nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/nitral-ai-lnsm-rp-7b-v0-2-v1
nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/nitral-ai-lnsm-rp-7b-v0-2-v1/config.json
nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/nitral-ai-lnsm-rp-7b-v0-2-v1/added_tokens.json
nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/nitral-ai-lnsm-rp-7b-v0-2-v1/tokenizer_config.json
nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.model s3://guanaco-mkml-models/nitral-ai-lnsm-rp-7b-v0-2-v1/tokenizer.model
nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/nitral-ai-lnsm-rp-7b-v0-2-v1/tokenizer.json
nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/nitral-ai-lnsm-rp-7b-v0-2-v1/special_tokens_map.json
nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: cp /dev/shm/model_cache/mkml_model.tensors s3://guanaco-mkml-models/nitral-ai-lnsm-rp-7b-v0-2-v1/mkml_model.tensors
nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
nitral-ai-lnsm-rp-7b-v0-2-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-lnsm-rp-7b-v0-2-v1-mkmlizer: warnings.warn(
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nitral-ai-lnsm-rp-7b-v0-2-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-lnsm-rp-7b-v0-2-v1-mkmlizer: warnings.warn(
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nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: vocab.json: 0%| | 0.00/1.04M [00:00<?, ?B/s] vocab.json: 100%|██████████| 1.04M/1.04M [00:00<00:00, 12.4MB/s]
nitral-ai-lnsm-rp-7b-v0-2-v1-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, 176MB/s] pytorch_model.bin: 7%|▋ | 105M/1.44G [00:00<00:02, 537MB/s] pytorch_model.bin: 12%|█▏ | 168M/1.44G [00:00<00:02, 544MB/s] pytorch_model.bin: 19%|█▉ | 273M/1.44G [00:00<00:01, 607MB/s] pytorch_model.bin: 23%|██▎ | 336M/1.44G [00:00<00:02, 497MB/s] pytorch_model.bin: 27%|██▋ | 388M/1.44G [00:00<00:02, 463MB/s] pytorch_model.bin: 31%|███ | 451M/1.44G [00:00<00:02, 474MB/s] pytorch_model.bin: 39%|███▉ | 566M/1.44G [00:01<00:01, 646MB/s] pytorch_model.bin: 57%|█████▋ | 818M/1.44G [00:01<00:00, 1.14GB/s] pytorch_model.bin: 100%|█████████▉| 1.44G/1.44G [00:01<00:00, 1.16GB/s]
nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: Saving duration: 0.237s
nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: Processed model ChaiML/reward_gpt2_medium_preference_24m_e2 in 4.444s
nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: creating bucket guanaco-reward-models
nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: Bucket 's3://guanaco-reward-models/' created
nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/nitral-ai-lnsm-rp-7b-v0-2-v1_reward
nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/nitral-ai-lnsm-rp-7b-v0-2-v1_reward/config.json
nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/nitral-ai-lnsm-rp-7b-v0-2-v1_reward/tokenizer_config.json
nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/nitral-ai-lnsm-rp-7b-v0-2-v1_reward/special_tokens_map.json
nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/nitral-ai-lnsm-rp-7b-v0-2-v1_reward/vocab.json
nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/nitral-ai-lnsm-rp-7b-v0-2-v1_reward/tokenizer.json
nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/nitral-ai-lnsm-rp-7b-v0-2-v1_reward/merges.txt
nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/nitral-ai-lnsm-rp-7b-v0-2-v1_reward/reward.tensors
Job nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer completed after 85.35s with status: succeeded
Stopping job with name nitral-ai-lnsm-rp-7b-v0-2-v1-mkmlizer
Pipeline stage MKMLizer completed in 112.22s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.10s
Running pipeline stage ISVCDeployer
Creating inference service nitral-ai-lnsm-rp-7b-v0-2-v1
Waiting for inference service nitral-ai-lnsm-rp-7b-v0-2-v1 to be ready
Inference service nitral-ai-lnsm-rp-7b-v0-2-v1 ready after 20.17048668861389s
Pipeline stage ISVCDeployer completed in 45.19s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.4530556201934814s
Received healthy response to inference request in 1.0519564151763916s
Received healthy response to inference request in 0.9111173152923584s
Received healthy response to inference request in 1.1585829257965088s
Received healthy response to inference request in 1.1660981178283691s
5 requests
0 failed requests
5th percentile: 0.939285135269165
10th percentile: 0.9674529552459716
20th percentile: 1.0237885951995849
30th percentile: 1.073281717300415
40th percentile: 1.115932321548462
50th percentile: 1.1585829257965088
60th percentile: 1.161589002609253
70th percentile: 1.164595079421997
80th percentile: 1.2234896183013917
90th percentile: 1.3382726192474366
95th percentile: 1.395664119720459
99th percentile: 1.4415773200988768
mean time: 1.1481620788574218
Pipeline stage StressChecker completed in 6.53s
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
nitral-ai-lnsm-rp-7b-v0-2_v1 status is now deployed due to DeploymentManager action
nitral-ai-lnsm-rp-7b-v0-2_v1 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of nitral-ai-lnsm-rp-7b-v0-2_v1
Running pipeline stage ISVCDeleter
Checking if service nitral-ai-lnsm-rp-7b-v0-2-v1 is running
Tearing down inference service nitral-ai-lnsm-rp-7b-v0-2-v1
Toredown service nitral-ai-lnsm-rp-7b-v0-2-v1
Pipeline stage ISVCDeleter completed in 3.18s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key nitral-ai-lnsm-rp-7b-v0-2-v1/added_tokens.json from bucket guanaco-mkml-models
Deleting key nitral-ai-lnsm-rp-7b-v0-2-v1/config.json from bucket guanaco-mkml-models
Deleting key nitral-ai-lnsm-rp-7b-v0-2-v1/mkml_model.tensors from bucket guanaco-mkml-models
Deleting key nitral-ai-lnsm-rp-7b-v0-2-v1/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key nitral-ai-lnsm-rp-7b-v0-2-v1/tokenizer.json from bucket guanaco-mkml-models
Deleting key nitral-ai-lnsm-rp-7b-v0-2-v1/tokenizer.model from bucket guanaco-mkml-models
Deleting key nitral-ai-lnsm-rp-7b-v0-2-v1/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key nitral-ai-lnsm-rp-7b-v0-2-v1_reward/config.json from bucket guanaco-reward-models
Deleting key nitral-ai-lnsm-rp-7b-v0-2-v1_reward/merges.txt from bucket guanaco-reward-models
Deleting key nitral-ai-lnsm-rp-7b-v0-2-v1_reward/reward.tensors from bucket guanaco-reward-models
Deleting key nitral-ai-lnsm-rp-7b-v0-2-v1_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key nitral-ai-lnsm-rp-7b-v0-2-v1_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key nitral-ai-lnsm-rp-7b-v0-2-v1_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key nitral-ai-lnsm-rp-7b-v0-2-v1_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 1.89s
nitral-ai-lnsm-rp-7b-v0-2_v1 status is now torndown due to DeploymentManager action