developer_uid: Nitral-AI
submission_id: nitral-ai-lnsm-rp-7b_v1
model_name: nitral-ai-lnsm-rp-7b_v1
model_group: Nitral-AI/LNSM-RP-7B
status: torndown
timestamp: 2024-04-06T03:43:34+00:00
num_battles: 153734
num_wins: 83544
celo_rating: 1189.85
family_friendly_score: 0.0
submission_type: basic
model_repo: Nitral-AI/LNSM-RP-7B
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-lnsm-rp-7b_v1
is_internal_developer: False
language_model: Nitral-AI/LNSM-RP-7B
model_size: 7B
ranking_group: single
us_pacific_date: 2024-04-05
win_ratio: 0.5434321620461317
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-lnsm-rp-7b-v1-mkmlizer
Waiting for job on nitral-ai-lnsm-rp-7b-v1-mkmlizer to finish
nitral-ai-lnsm-rp-7b-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
nitral-ai-lnsm-rp-7b-v1-mkmlizer: ║ _____ __ __ ║
nitral-ai-lnsm-rp-7b-v1-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
nitral-ai-lnsm-rp-7b-v1-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
nitral-ai-lnsm-rp-7b-v1-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
nitral-ai-lnsm-rp-7b-v1-mkmlizer: ║ /___/ ║
nitral-ai-lnsm-rp-7b-v1-mkmlizer: ║ ║
nitral-ai-lnsm-rp-7b-v1-mkmlizer: ║ Version: 0.6.11 ║
nitral-ai-lnsm-rp-7b-v1-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
nitral-ai-lnsm-rp-7b-v1-mkmlizer: ║ ║
nitral-ai-lnsm-rp-7b-v1-mkmlizer: ║ The license key for the current software has been verified as ║
nitral-ai-lnsm-rp-7b-v1-mkmlizer: ║ belonging to: ║
nitral-ai-lnsm-rp-7b-v1-mkmlizer: ║ ║
nitral-ai-lnsm-rp-7b-v1-mkmlizer: ║ Chai Research Corp. ║
nitral-ai-lnsm-rp-7b-v1-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
nitral-ai-lnsm-rp-7b-v1-mkmlizer: ║ Expiration: 2024-07-15 23:59:59 ║
nitral-ai-lnsm-rp-7b-v1-mkmlizer: ║ ║
nitral-ai-lnsm-rp-7b-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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nitral-ai-lnsm-rp-7b-v1-mkmlizer: Downloaded to shared memory in 44.209s
nitral-ai-lnsm-rp-7b-v1-mkmlizer: quantizing model to /dev/shm/model_cache
nitral-ai-lnsm-rp-7b-v1-mkmlizer: Saving mkml model at /dev/shm/model_cache
nitral-ai-lnsm-rp-7b-v1-mkmlizer: Reading /tmp/tmpjo589kgl/model.safetensors.index.json
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nitral-ai-lnsm-rp-7b-v1-mkmlizer: quantized model in 14.643s
nitral-ai-lnsm-rp-7b-v1-mkmlizer: Processed model Nitral-AI/LNSM-RP-7B in 59.766s
nitral-ai-lnsm-rp-7b-v1-mkmlizer: creating bucket guanaco-mkml-models
nitral-ai-lnsm-rp-7b-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
nitral-ai-lnsm-rp-7b-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/nitral-ai-lnsm-rp-7b-v1
nitral-ai-lnsm-rp-7b-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/nitral-ai-lnsm-rp-7b-v1/config.json
nitral-ai-lnsm-rp-7b-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/nitral-ai-lnsm-rp-7b-v1/special_tokens_map.json
nitral-ai-lnsm-rp-7b-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.model s3://guanaco-mkml-models/nitral-ai-lnsm-rp-7b-v1/tokenizer.model
nitral-ai-lnsm-rp-7b-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/nitral-ai-lnsm-rp-7b-v1/tokenizer.json
nitral-ai-lnsm-rp-7b-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/nitral-ai-lnsm-rp-7b-v1/tokenizer_config.json
nitral-ai-lnsm-rp-7b-v1-mkmlizer: cp /dev/shm/model_cache/mkml_model.tensors s3://guanaco-mkml-models/nitral-ai-lnsm-rp-7b-v1/mkml_model.tensors
nitral-ai-lnsm-rp-7b-v1-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
nitral-ai-lnsm-rp-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-lnsm-rp-7b-v1-mkmlizer: warnings.warn(
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nitral-ai-lnsm-rp-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-lnsm-rp-7b-v1-mkmlizer: warnings.warn(
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nitral-ai-lnsm-rp-7b-v1-mkmlizer: vocab.json: 0%| | 0.00/1.04M [00:00<?, ?B/s] vocab.json: 100%|██████████| 1.04M/1.04M [00:00<00:00, 41.0MB/s]
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nitral-ai-lnsm-rp-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-lnsm-rp-7b-v1-mkmlizer: warnings.warn(
nitral-ai-lnsm-rp-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<00:21, 67.4MB/s] pytorch_model.bin: 2%|▏ | 31.5M/1.44G [00:00<00:10, 129MB/s] pytorch_model.bin: 5%|▌ | 73.4M/1.44G [00:00<00:05, 243MB/s] pytorch_model.bin: 10%|█ | 147M/1.44G [00:00<00:03, 415MB/s] pytorch_model.bin: 17%|█▋ | 252M/1.44G [00:00<00:01, 612MB/s] pytorch_model.bin: 23%|██▎ | 325M/1.44G [00:00<00:01, 567MB/s] pytorch_model.bin: 27%|██▋ | 388M/1.44G [00:01<00:03, 299MB/s] pytorch_model.bin: 38%|███▊ | 545M/1.44G [00:01<00:01, 507MB/s] pytorch_model.bin: 96%|█████████▌| 1.38G/1.44G [00:01<00:00, 2.02GB/s] pytorch_model.bin: 100%|█████████▉| 1.44G/1.44G [00:01<00:00, 768MB/s]
nitral-ai-lnsm-rp-7b-v1-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
nitral-ai-lnsm-rp-7b-v1-mkmlizer: Saving duration: 0.221s
nitral-ai-lnsm-rp-7b-v1-mkmlizer: Processed model ChaiML/reward_gpt2_medium_preference_24m_e2 in 5.019s
nitral-ai-lnsm-rp-7b-v1-mkmlizer: creating bucket guanaco-reward-models
nitral-ai-lnsm-rp-7b-v1-mkmlizer: Bucket 's3://guanaco-reward-models/' created
nitral-ai-lnsm-rp-7b-v1-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/nitral-ai-lnsm-rp-7b-v1_reward
nitral-ai-lnsm-rp-7b-v1-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/nitral-ai-lnsm-rp-7b-v1_reward/config.json
nitral-ai-lnsm-rp-7b-v1-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/nitral-ai-lnsm-rp-7b-v1_reward/special_tokens_map.json
nitral-ai-lnsm-rp-7b-v1-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/nitral-ai-lnsm-rp-7b-v1_reward/tokenizer_config.json
nitral-ai-lnsm-rp-7b-v1-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/nitral-ai-lnsm-rp-7b-v1_reward/merges.txt
nitral-ai-lnsm-rp-7b-v1-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/nitral-ai-lnsm-rp-7b-v1_reward/vocab.json
nitral-ai-lnsm-rp-7b-v1-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/nitral-ai-lnsm-rp-7b-v1_reward/tokenizer.json
nitral-ai-lnsm-rp-7b-v1-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/nitral-ai-lnsm-rp-7b-v1_reward/reward.tensors
Job nitral-ai-lnsm-rp-7b-v1-mkmlizer completed after 95.98s with status: succeeded
Stopping job with name nitral-ai-lnsm-rp-7b-v1-mkmlizer
Pipeline stage MKMLizer completed in 101.12s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.11s
Running pipeline stage ISVCDeployer
Creating inference service nitral-ai-lnsm-rp-7b-v1
Waiting for inference service nitral-ai-lnsm-rp-7b-v1 to be ready
Inference service nitral-ai-lnsm-rp-7b-v1 ready after 40.31769514083862s
Pipeline stage ISVCDeployer completed in 47.96s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.7057416439056396s
Received healthy response to inference request in 1.1859381198883057s
Received healthy response to inference request in 1.190152645111084s
Received healthy response to inference request in 1.1885910034179688s
Received healthy response to inference request in 1.1894440650939941s
5 requests
0 failed requests
5th percentile: 1.1864686965942384
10th percentile: 1.1869992733001709
20th percentile: 1.188060426712036
30th percentile: 1.1887616157531737
40th percentile: 1.189102840423584
50th percentile: 1.1894440650939941
60th percentile: 1.18972749710083
70th percentile: 1.190010929107666
80th percentile: 1.2932704448699952
90th percentile: 1.4995060443878174
95th percentile: 1.6026238441467284
99th percentile: 1.6851180839538573
mean time: 1.2919734954833983
Pipeline stage StressChecker completed in 7.33s
Running pipeline stage DaemonicModelEvalScorer
Pipeline stage DaemonicModelEvalScorer completed in 0.04s
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
nitral-ai-lnsm-rp-7b_v1 status is now deployed due to DeploymentManager action
nitral-ai-lnsm-rp-7b_v1 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of nitral-ai-lnsm-rp-7b_v1
Running pipeline stage ISVCDeleter
Checking if service nitral-ai-lnsm-rp-7b-v1 is running
Tearing down inference service nitral-ai-lnsm-rp-7b-v1
Toredown service nitral-ai-lnsm-rp-7b-v1
Pipeline stage ISVCDeleter completed in 3.33s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key nitral-ai-lnsm-rp-7b-v1/config.json from bucket guanaco-mkml-models
Deleting key nitral-ai-lnsm-rp-7b-v1/mkml_model.tensors from bucket guanaco-mkml-models
Deleting key nitral-ai-lnsm-rp-7b-v1/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key nitral-ai-lnsm-rp-7b-v1/tokenizer.json from bucket guanaco-mkml-models
Deleting key nitral-ai-lnsm-rp-7b-v1/tokenizer.model from bucket guanaco-mkml-models
Deleting key nitral-ai-lnsm-rp-7b-v1/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key nitral-ai-lnsm-rp-7b-v1_reward/config.json from bucket guanaco-reward-models
Deleting key nitral-ai-lnsm-rp-7b-v1_reward/merges.txt from bucket guanaco-reward-models
Deleting key nitral-ai-lnsm-rp-7b-v1_reward/reward.tensors from bucket guanaco-reward-models
Deleting key nitral-ai-lnsm-rp-7b-v1_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key nitral-ai-lnsm-rp-7b-v1_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key nitral-ai-lnsm-rp-7b-v1_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key nitral-ai-lnsm-rp-7b-v1_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 2.15s
nitral-ai-lnsm-rp-7b_v1 status is now torndown due to DeploymentManager action