developer_uid: azuruce
submission_id: chaiml-mistral-nemo-dpo-_7941_v1
model_name: chaiml-mistral-nemo-dpo-_7941_v1
model_group: ChaiML/mistral_nemo_dpo_
status: torndown
timestamp: 2024-12-21T20:53:52+00:00
num_battles: 17683
num_wins: 8181
celo_rating: 1228.9
family_friendly_score: 0.6004
family_friendly_standard_error: 0.006927046123709586
submission_type: basic
model_repo: ChaiML/mistral_nemo_dpo_round2_albert_20241220_v3-checkpoint-759
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 4
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.636801968291472, 'latency_mean': 1.5702594387531281, 'latency_p50': 1.5679694414138794, 'latency_p90': 1.7399772882461548}, {'batch_size': 3, 'throughput': 1.2802028309639701, 'latency_mean': 2.3398004186153414, 'latency_p50': 2.325441002845764, 'latency_p90': 2.5656790494918824}, {'batch_size': 5, 'throughput': 1.6009361644976048, 'latency_mean': 3.0995450508594513, 'latency_p50': 3.102094531059265, 'latency_p90': 3.4523827552795407}, {'batch_size': 6, 'throughput': 1.72923038253689, 'latency_mean': 3.4466026985645293, 'latency_p50': 3.422547459602356, 'latency_p90': 3.926808309555054}, {'batch_size': 8, 'throughput': 1.8815507405847396, 'latency_mean': 4.22079651594162, 'latency_p50': 4.233124494552612, 'latency_p90': 4.724329209327697}, {'batch_size': 10, 'throughput': 1.976121676192176, 'latency_mean': 5.026087708473206, 'latency_p50': 5.013883590698242, 'latency_p90': 5.7168577194213865}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-mistral-nemo-dpo-_7941_v1
is_internal_developer: True
language_model: ChaiML/mistral_nemo_dpo_round2_albert_20241220_v3-checkpoint-759
model_size: 13B
ranking_group: single
throughput_3p7s: 1.8
us_pacific_date: 2024-12-21
win_ratio: 0.4626477407679692
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-7941-v1-mkmlizer
Waiting for job on chaiml-mistral-nemo-dpo-7941-v1-mkmlizer to finish
chaiml-mistral-nemo-dpo-7941-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-dpo-7941-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral-nemo-dpo-7941-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral-nemo-dpo-7941-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral-nemo-dpo-7941-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral-nemo-dpo-7941-v1-mkmlizer: ║       /___/                                                         ║
chaiml-mistral-nemo-dpo-7941-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-7941-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-mistral-nemo-dpo-7941-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral-nemo-dpo-7941-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-nemo-dpo-7941-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-7941-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-nemo-dpo-7941-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-nemo-dpo-7941-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-7941-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-nemo-dpo-7941-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-nemo-dpo-7941-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-mistral-nemo-dpo-7941-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-7941-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral-nemo-dpo-7941-v1-mkmlizer: Downloaded to shared memory in 53.285s
chaiml-mistral-nemo-dpo-7941-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp1e2ni782, device:0
chaiml-mistral-nemo-dpo-7941-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral-nemo-dpo-7941-v1-mkmlizer: quantized model in 35.810s
chaiml-mistral-nemo-dpo-7941-v1-mkmlizer: Processed model ChaiML/mistral_nemo_dpo_round2_albert_20241220_v3-checkpoint-759 in 89.095s
chaiml-mistral-nemo-dpo-7941-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-nemo-dpo-7941-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-nemo-dpo-7941-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-7941-v1
chaiml-mistral-nemo-dpo-7941-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-7941-v1/special_tokens_map.json
chaiml-mistral-nemo-dpo-7941-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-7941-v1/config.json
chaiml-mistral-nemo-dpo-7941-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-7941-v1/tokenizer_config.json
chaiml-mistral-nemo-dpo-7941-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-7941-v1/tokenizer.json
chaiml-mistral-nemo-dpo-7941-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-7941-v1/flywheel_model.0.safetensors
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Job chaiml-mistral-nemo-dpo-7941-v1-mkmlizer completed after 114.6s with status: succeeded
Stopping job with name chaiml-mistral-nemo-dpo-7941-v1-mkmlizer
Pipeline stage MKMLizer completed in 115.04s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-mistral-nemo-dpo-7941-v1
Waiting for inference service chaiml-mistral-nemo-dpo-7941-v1 to be ready
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Inference service chaiml-mistral-nemo-dpo-7941-v1 ready after 401.78116393089294s
Pipeline stage MKMLDeployer completed in 402.34s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.5666296482086182s
Received healthy response to inference request in 0.7847914695739746s
Received healthy response to inference request in 0.781257152557373s
Received healthy response to inference request in 0.9965074062347412s
Received healthy response to inference request in 1.4839954376220703s
5 requests
0 failed requests
5th percentile: 0.7819640159606933
10th percentile: 0.7826708793640137
20th percentile: 0.7840846061706543
30th percentile: 0.827134656906128
40th percentile: 0.9118210315704346
50th percentile: 0.9965074062347412
60th percentile: 1.191502618789673
70th percentile: 1.3864978313446044
80th percentile: 1.5005222797393798
90th percentile: 1.533575963973999
95th percentile: 1.5501028060913087
99th percentile: 1.5633242797851563
mean time: 1.1226362228393554
Pipeline stage StressChecker completed in 6.97s
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.68s
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Creating inference service chaiml-mistral-nemo-dpo-7941-v1-profiler
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2430.36s
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chaiml-mistral-nemo-dpo-_7941_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mistral-nemo-dpo-_7941_v1 status is now torndown due to DeploymentManager action
chaiml-mistral-nemo-dpo-_7941_v1 status is now torndown due to DeploymentManager action
chaiml-mistral-nemo-dpo-_7941_v1 status is now torndown due to DeploymentManager action
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