developer_uid: Nitral-AI
submission_id: nitral-ai-nsm-alpha-7b-v0-2_v1
model_name: nitral-ai-nsm-alpha-7b-v0-2_v1
model_group: Nitral-AI/NSM-alpha-7B-v
status: torndown
timestamp: 2024-04-16T22:32:49+00:00
num_battles: 5661
num_wins: 2958
celo_rating: 1164.05
family_friendly_score: 0.0
submission_type: basic
model_repo: Nitral-AI/NSM-alpha-7B-v0.2
model_architecture: MistralForCausalLM
reward_repo: ChaiML/reward_gpt2_medium_preference_24m_e2
model_num_parameters: 7241732096.0
best_of: 16
max_input_tokens: 512
max_output_tokens: 64
display_name: nitral-ai-nsm-alpha-7b-v0-2_v1
is_internal_developer: False
language_model: Nitral-AI/NSM-alpha-7B-v0.2
model_size: 7B
ranking_group: single
us_pacific_date: 2024-04-16
win_ratio: 0.5225225225225225
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}
model_eval_status: success
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'}
Resubmit model
Running pipeline stage MKMLizer
Starting job with name nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer
Waiting for job on nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer to finish
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: ║ _____ __ __ ║
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: ║ /___/ ║
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: ║ ║
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: ║ Version: 0.6.11 ║
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: ║ ║
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: ║ The license key for the current software has been verified as ║
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: ║ belonging to: ║
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: ║ ║
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: ║ Chai Research Corp. ║
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: ║ Expiration: 2024-07-15 23:59:59 ║
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: ║ ║
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: Downloaded to shared memory in 35.482s
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: quantizing model to /dev/shm/model_cache
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: Saving mkml model at /dev/shm/model_cache
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: Reading /tmp/tmpng8epjs2/model.safetensors.index.json
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: Profiling: 0%| | 0/291 [00:00<?, ?it/s] Profiling: 0%| | 1/291 [00:00<00:30, 9.45it/s] Profiling: 3%|▎ | 9/291 [00:00<00:05, 49.27it/s] Profiling: 9%|▊ | 25/291 [00:00<00:02, 91.99it/s] Profiling: 12%|█▏ | 36/291 [00:00<00:02, 93.31it/s] Profiling: 16%|█▌ | 46/291 [00:00<00:03, 72.18it/s] Profiling: 20%|██ | 59/291 [00:00<00:02, 84.46it/s] Profiling: 24%|██▍ | 71/291 [00:00<00:02, 90.69it/s] Profiling: 28%|██▊ | 81/291 [00:01<00:02, 70.34it/s] Profiling: 32%|███▏ | 92/291 [00:01<00:02, 76.65it/s] Profiling: 37%|███▋ | 108/291 [00:01<00:01, 92.53it/s] Profiling: 42%|████▏ | 121/291 [00:01<00:02, 81.45it/s] Profiling: 45%|████▌ | 132/291 [00:01<00:01, 85.00it/s] Profiling: 50%|█████ | 146/291 [00:01<00:01, 96.75it/s] Profiling: 56%|█████▌ | 163/291 [00:01<00:01, 93.80it/s] Profiling: 60%|█████▉ | 174/291 [00:02<00:01, 94.16it/s] Profiling: 64%|██████▍ | 187/291 [00:02<00:01, 102.16it/s] Profiling: 68%|██████▊ | 198/291 [00:02<00:00, 99.38it/s] Profiling: 72%|███████▏ | 209/291 [00:04<00:06, 13.53it/s] Profiling: 77%|███████▋ | 224/291 [00:05<00:03, 19.70it/s] Profiling: 80%|████████ | 234/291 [00:05<00:02, 23.24it/s] Profiling: 85%|████████▍ | 247/291 [00:05<00:01, 31.00it/s] Profiling: 89%|████████▊ | 258/291 [00:05<00:00, 38.20it/s] Profiling: 94%|█████████▍| 274/291 [00:05<00:00, 48.87it/s] Profiling: 98%|█████████▊| 284/291 [00:05<00:00, 55.28it/s] Profiling: 100%|██████████| 291/291 [00:05<00:00, 50.10it/s]
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: quantized model in 16.322s
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: Processed model Nitral-AI/NSM-alpha-7B-v0.2 in 52.861s
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: creating bucket guanaco-mkml-models
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/nitral-ai-nsm-alpha-7b-v0-2-v1
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/nitral-ai-nsm-alpha-7b-v0-2-v1/special_tokens_map.json
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.model s3://guanaco-mkml-models/nitral-ai-nsm-alpha-7b-v0-2-v1/tokenizer.model
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/nitral-ai-nsm-alpha-7b-v0-2-v1/config.json
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/nitral-ai-nsm-alpha-7b-v0-2-v1/tokenizer_config.json
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/nitral-ai-nsm-alpha-7b-v0-2-v1/tokenizer.json
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: cp /dev/shm/model_cache/mkml_model.tensors s3://guanaco-mkml-models/nitral-ai-nsm-alpha-7b-v0-2-v1/mkml_model.tensors
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
nitral-ai-nsm-alpha-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-nsm-alpha-7b-v0-2-v1-mkmlizer: warnings.warn(
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nitral-ai-nsm-alpha-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-nsm-alpha-7b-v0-2-v1-mkmlizer: warnings.warn(
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: tokenizer_config.json: 0%| | 0.00/234 [00:00<?, ?B/s] tokenizer_config.json: 100%|██████████| 234/234 [00:00<00:00, 2.64MB/s]
nitral-ai-nsm-alpha-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, 11.5MB/s]
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: tokenizer.json: 0%| | 0.00/2.11M [00:00<?, ?B/s] tokenizer.json: 100%|██████████| 2.11M/2.11M [00:00<00:00, 46.6MB/s]
nitral-ai-nsm-alpha-7b-v0-2-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-nsm-alpha-7b-v0-2-v1-mkmlizer: warnings.warn(
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: pytorch_model.bin: 0%| | 0.00/1.44G [00:00<?, ?B/s] pytorch_model.bin: 1%| | 10.5M/1.44G [00:00<00:14, 101MB/s] pytorch_model.bin: 1%|▏ | 21.0M/1.44G [00:00<00:15, 89.8MB/s] pytorch_model.bin: 3%|▎ | 41.9M/1.44G [00:00<00:20, 68.5MB/s] pytorch_model.bin: 5%|▌ | 73.4M/1.44G [00:00<00:13, 105MB/s] pytorch_model.bin: 7%|▋ | 94.4M/1.44G [00:00<00:10, 125MB/s] pytorch_model.bin: 11%|█ | 157M/1.44G [00:00<00:05, 240MB/s] pytorch_model.bin: 15%|█▌ | 220M/1.44G [00:01<00:03, 320MB/s] pytorch_model.bin: 29%|██▉ | 419M/1.44G [00:01<00:01, 736MB/s] pytorch_model.bin: 54%|█████▎ | 776M/1.44G [00:01<00:00, 1.45GB/s] pytorch_model.bin: 78%|███████▊ | 1.13G/1.44G [00:01<00:00, 1.89GB/s] pytorch_model.bin: 100%|█████████▉| 1.44G/1.44G [00:01<00:00, 954MB/s]
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: Saving duration: 0.256s
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: Processed model ChaiML/reward_gpt2_medium_preference_24m_e2 in 5.456s
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: creating bucket guanaco-reward-models
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: Bucket 's3://guanaco-reward-models/' created
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/nitral-ai-nsm-alpha-7b-v0-2-v1_reward
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/nitral-ai-nsm-alpha-7b-v0-2-v1_reward/special_tokens_map.json
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/nitral-ai-nsm-alpha-7b-v0-2-v1_reward/config.json
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/nitral-ai-nsm-alpha-7b-v0-2-v1_reward/tokenizer_config.json
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/nitral-ai-nsm-alpha-7b-v0-2-v1_reward/vocab.json
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/nitral-ai-nsm-alpha-7b-v0-2-v1_reward/merges.txt
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/nitral-ai-nsm-alpha-7b-v0-2-v1_reward/tokenizer.json
nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/nitral-ai-nsm-alpha-7b-v0-2-v1_reward/reward.tensors
Job nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer completed after 85.4s with status: succeeded
Stopping job with name nitral-ai-nsm-alpha-7b-v0-2-v1-mkmlizer
Pipeline stage MKMLizer completed in 89.28s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.10s
Running pipeline stage ISVCDeployer
Creating inference service nitral-ai-nsm-alpha-7b-v0-2-v1
Waiting for inference service nitral-ai-nsm-alpha-7b-v0-2-v1 to be ready
Inference service nitral-ai-nsm-alpha-7b-v0-2-v1 ready after 40.26781439781189s
Pipeline stage ISVCDeployer completed in 47.18s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.5027892589569092s
Received healthy response to inference request in 1.2525720596313477s
Received healthy response to inference request in 1.155059814453125s
Received healthy response to inference request in 1.1664655208587646s
Received healthy response to inference request in 1.1627323627471924s
5 requests
0 failed requests
5th percentile: 1.1565943241119385
10th percentile: 1.158128833770752
20th percentile: 1.1611978530883789
30th percentile: 1.1634789943695067
40th percentile: 1.1649722576141357
50th percentile: 1.1664655208587646
60th percentile: 1.2009081363677978
70th percentile: 1.235350751876831
80th percentile: 1.30261549949646
90th percentile: 1.4027023792266846
95th percentile: 1.4527458190917968
99th percentile: 1.4927805709838866
mean time: 1.2479238033294677
Pipeline stage StressChecker completed in 7.07s
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-nsm-alpha-7b-v0-2_v1 status is now deployed due to DeploymentManager action
nitral-ai-nsm-alpha-7b-v0-2_v1 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of nitral-ai-nsm-alpha-7b-v0-2_v1
Pipeline stage MKMLModelDeleter completed in 2.18s
Running pipeline stage ISVCDeleter
mtsair-multi-verse-model_v1 status is now torndown due to DeploymentManager action
Checking if service nitral-ai-nsm-alpha-7b-v0-2-v1 is running
Tearing down inference service nitral-ai-nsm-alpha-7b-v0-2-v1
Toredown service nitral-ai-nsm-alpha-7b-v0-2-v1
Pipeline stage ISVCDeleter completed in 3.98s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key nitral-ai-nsm-alpha-7b-v0-2-v1/config.json from bucket guanaco-mkml-models
Deleting key nitral-ai-nsm-alpha-7b-v0-2-v1/mkml_model.tensors from bucket guanaco-mkml-models
Deleting key nitral-ai-nsm-alpha-7b-v0-2-v1/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key nitral-ai-nsm-alpha-7b-v0-2-v1/tokenizer.json from bucket guanaco-mkml-models
Deleting key nitral-ai-nsm-alpha-7b-v0-2-v1/tokenizer.model from bucket guanaco-mkml-models
Deleting key nitral-ai-nsm-alpha-7b-v0-2-v1/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key nitral-ai-nsm-alpha-7b-v0-2-v1_reward/config.json from bucket guanaco-reward-models
Deleting key nitral-ai-nsm-alpha-7b-v0-2-v1_reward/merges.txt from bucket guanaco-reward-models
Deleting key nitral-ai-nsm-alpha-7b-v0-2-v1_reward/reward.tensors from bucket guanaco-reward-models
Deleting key nitral-ai-nsm-alpha-7b-v0-2-v1_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key nitral-ai-nsm-alpha-7b-v0-2-v1_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key nitral-ai-nsm-alpha-7b-v0-2-v1_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key nitral-ai-nsm-alpha-7b-v0-2-v1_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 1.97s
nitral-ai-nsm-alpha-7b-v0-2_v1 status is now torndown due to DeploymentManager action