developer_uid: azuruce
submission_id: chaiml-mistral-nemo-dpo-_3999_v1
model_name: chaiml-mistral-nemo-dpo-_3999_v1
model_group: ChaiML/mistral_nemo_dpo_
status: torndown
timestamp: 2024-12-21T22:00:14+00:00
num_battles: 15042
num_wins: 6947
celo_rating: 1237.56
family_friendly_score: 0.5813999999999999
family_friendly_standard_error: 0.006976733333014814
submission_type: basic
model_repo: ChaiML/mistral_nemo_dpo_round2_albert_20241220_v2-checkpoint-951
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 4
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.6363437702335806, 'latency_mean': 1.5713874757289887, 'latency_p50': 1.562467098236084, 'latency_p90': 1.7319938659667968}, {'batch_size': 3, 'throughput': 1.2686474865949462, 'latency_mean': 2.358587291240692, 'latency_p50': 2.3692967891693115, 'latency_p90': 2.5714877367019655}, {'batch_size': 5, 'throughput': 1.6094297397340709, 'latency_mean': 3.086869503259659, 'latency_p50': 3.069753050804138, 'latency_p90': 3.492919898033142}, {'batch_size': 6, 'throughput': 1.7149716099851944, 'latency_mean': 3.472824605703354, 'latency_p50': 3.4772316217422485, 'latency_p90': 3.9183992385864257}, {'batch_size': 8, 'throughput': 1.8888910090211246, 'latency_mean': 4.217175451517105, 'latency_p50': 4.192865967750549, 'latency_p90': 4.747647905349732}, {'batch_size': 10, 'throughput': 1.9748177291539715, 'latency_mean': 5.03367307305336, 'latency_p50': 5.019592523574829, 'latency_p90': 5.574008917808532}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-mistral-nemo-dpo-_3999_v1
is_internal_developer: True
language_model: ChaiML/mistral_nemo_dpo_round2_albert_20241220_v2-checkpoint-951
model_size: 13B
ranking_group: single
throughput_3p7s: 1.79
us_pacific_date: 2024-12-21
win_ratio: 0.46184018082701767
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 100, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '</s>', '####', 'Bot:', 'User:', 'You:', '<|im_end|>', '<|eot_id|>'], 'max_input_tokens': 1024, 'best_of': 4, 'max_output_tokens': 64}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': False}
Resubmit model
Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-mistral-nemo-dpo-3999-v1-mkmlizer
Waiting for job on chaiml-mistral-nemo-dpo-3999-v1-mkmlizer to finish
chaiml-mistral-nemo-dpo-3999-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-dpo-3999-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral-nemo-dpo-3999-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral-nemo-dpo-3999-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral-nemo-dpo-3999-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral-nemo-dpo-3999-v1-mkmlizer: ║       /___/                                                         ║
chaiml-mistral-nemo-dpo-3999-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-3999-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-mistral-nemo-dpo-3999-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral-nemo-dpo-3999-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-nemo-dpo-3999-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-3999-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-nemo-dpo-3999-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-nemo-dpo-3999-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-3999-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-nemo-dpo-3999-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-nemo-dpo-3999-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-mistral-nemo-dpo-3999-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-3999-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral-nemo-dpo-3999-v1-mkmlizer: Downloaded to shared memory in 55.792s
chaiml-mistral-nemo-dpo-3999-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmptnt1kdnm, device:0
chaiml-mistral-nemo-dpo-3999-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral-nemo-dpo-3999-v1-mkmlizer: quantized model in 36.953s
chaiml-mistral-nemo-dpo-3999-v1-mkmlizer: Processed model ChaiML/mistral_nemo_dpo_round2_albert_20241220_v2-checkpoint-951 in 92.746s
chaiml-mistral-nemo-dpo-3999-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-nemo-dpo-3999-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-nemo-dpo-3999-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-3999-v1
chaiml-mistral-nemo-dpo-3999-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-3999-v1/config.json
chaiml-mistral-nemo-dpo-3999-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-3999-v1/special_tokens_map.json
chaiml-mistral-nemo-dpo-3999-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-3999-v1/tokenizer_config.json
chaiml-mistral-nemo-dpo-3999-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-3999-v1/tokenizer.json
chaiml-mistral-nemo-dpo-3999-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-3999-v1/flywheel_model.0.safetensors
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Job chaiml-mistral-nemo-dpo-3999-v1-mkmlizer completed after 124.97s with status: succeeded
Stopping job with name chaiml-mistral-nemo-dpo-3999-v1-mkmlizer
Pipeline stage MKMLizer completed in 125.46s
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Creating inference service chaiml-mistral-nemo-dpo-3999-v1
Waiting for inference service chaiml-mistral-nemo-dpo-3999-v1 to be ready
Inference service chaiml-mistral-nemo-dpo-3999-v1 ready after 261.4157123565674s
Pipeline stage MKMLDeployer completed in 261.95s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.5525469779968262s
Received healthy response to inference request in 1.085343599319458s
Received healthy response to inference request in 1.5071592330932617s
Received healthy response to inference request in 1.1055684089660645s
Received healthy response to inference request in 1.6152617931365967s
5 requests
0 failed requests
5th percentile: 1.0893885612487793
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80th percentile: 1.5650899410247803
90th percentile: 1.5901758670806885
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99th percentile: 1.612753200531006
mean time: 1.3731760025024413
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chaiml-mistral-nemo-dpo-_3999_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mistral-nemo-dpo-_3999_v1 status is now torndown due to DeploymentManager action
chaiml-mistral-nemo-dpo-_3999_v1 status is now torndown due to DeploymentManager action
chaiml-mistral-nemo-dpo-_3999_v1 status is now torndown due to DeploymentManager action
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