developer_uid: cloudyu
submission_id: cloudyu-nemo-dpo-v20_v1
model_name: cloudyu-nemo-dpo-v20_v1
model_group: cloudyu/Nemo-DPO-V20
status: inactive
timestamp: 2024-12-16T13:51:23+00:00
num_battles: 14882
num_wins: 7756
celo_rating: 1277.15
family_friendly_score: 0.5624
family_friendly_standard_error: 0.007015785629564233
submission_type: basic
model_repo: cloudyu/Nemo-DPO-V20
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.6189450931864128, 'latency_mean': 1.615585867166519, 'latency_p50': 1.613537073135376, 'latency_p90': 1.779206895828247}, {'batch_size': 3, 'throughput': 1.1465535826891595, 'latency_mean': 2.607100930213928, 'latency_p50': 2.6302191019058228, 'latency_p90': 2.8635905027389525}, {'batch_size': 5, 'throughput': 1.4233321903442315, 'latency_mean': 3.4989076507091523, 'latency_p50': 3.4820468425750732, 'latency_p90': 3.955645942687988}, {'batch_size': 6, 'throughput': 1.4863026469866842, 'latency_mean': 4.019892627000809, 'latency_p50': 4.038642764091492, 'latency_p90': 4.506350016593933}, {'batch_size': 8, 'throughput': 1.5546385582590134, 'latency_mean': 5.102690296173096, 'latency_p50': 5.1056787967681885, 'latency_p90': 5.774372386932373}, {'batch_size': 10, 'throughput': 1.5957262441656088, 'latency_mean': 6.221760774850845, 'latency_p50': 6.2444363832473755, 'latency_p90': 6.920256876945495}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: cloudyu-nemo-dpo-v20_v1
is_internal_developer: False
language_model: cloudyu/Nemo-DPO-V20
model_size: 13B
ranking_group: single
throughput_3p7s: 1.46
us_pacific_date: 2024-12-16
win_ratio: 0.5211665098777046
generation_params: {'temperature': 0.99, 'top_p': 0.99, 'min_p': 0.01, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, '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}
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 cloudyu-nemo-dpo-v20-v1-mkmlizer
Waiting for job on cloudyu-nemo-dpo-v20-v1-mkmlizer to finish
cloudyu-nemo-dpo-v20-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cloudyu-nemo-dpo-v20-v1-mkmlizer: ║     _____            __           __                                ║
cloudyu-nemo-dpo-v20-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cloudyu-nemo-dpo-v20-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cloudyu-nemo-dpo-v20-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cloudyu-nemo-dpo-v20-v1-mkmlizer: ║       /___/                                                         ║
cloudyu-nemo-dpo-v20-v1-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v20-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
cloudyu-nemo-dpo-v20-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cloudyu-nemo-dpo-v20-v1-mkmlizer: ║  https://mk1.ai                                                     ║
cloudyu-nemo-dpo-v20-v1-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v20-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
cloudyu-nemo-dpo-v20-v1-mkmlizer: ║  belonging to:                                                      ║
cloudyu-nemo-dpo-v20-v1-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v20-v1-mkmlizer: ║  Chai Research Corp.                                                ║
cloudyu-nemo-dpo-v20-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cloudyu-nemo-dpo-v20-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cloudyu-nemo-dpo-v20-v1-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v20-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cloudyu-nemo-dpo-v20-v1-mkmlizer: Downloaded to shared memory in 46.637s
cloudyu-nemo-dpo-v20-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp3m836gwi, device:0
cloudyu-nemo-dpo-v20-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cloudyu-nemo-dpo-v20-v1-mkmlizer: quantized model in 36.818s
cloudyu-nemo-dpo-v20-v1-mkmlizer: Processed model cloudyu/Nemo-DPO-V20 in 83.455s
cloudyu-nemo-dpo-v20-v1-mkmlizer: creating bucket guanaco-mkml-models
cloudyu-nemo-dpo-v20-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cloudyu-nemo-dpo-v20-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cloudyu-nemo-dpo-v20-v1
cloudyu-nemo-dpo-v20-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v20-v1/config.json
cloudyu-nemo-dpo-v20-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v20-v1/special_tokens_map.json
cloudyu-nemo-dpo-v20-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v20-v1/tokenizer_config.json
cloudyu-nemo-dpo-v20-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v20-v1/tokenizer.json
cloudyu-nemo-dpo-v20-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cloudyu-nemo-dpo-v20-v1/flywheel_model.0.safetensors
cloudyu-nemo-dpo-v20-v1-mkmlizer: 
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Job cloudyu-nemo-dpo-v20-v1-mkmlizer completed after 106.3s with status: succeeded
Stopping job with name cloudyu-nemo-dpo-v20-v1-mkmlizer
Pipeline stage MKMLizer completed in 106.85s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
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Running pipeline stage MKMLDeployer
Creating inference service cloudyu-nemo-dpo-v20-v1
Waiting for inference service cloudyu-nemo-dpo-v20-v1 to be ready
Failed to get response for submission blend_gasol_2024-11-30: ('http://chaiml-elo-alignment-run-3-v48-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:33852->127.0.0.1:8080: read: connection reset by peer\n')
Inference service cloudyu-nemo-dpo-v20-v1 ready after 220.87835788726807s
Pipeline stage MKMLDeployer completed in 221.47s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.798814535140991s
Received healthy response to inference request in 1.7958624362945557s
Received healthy response to inference request in 1.7883858680725098s
Received healthy response to inference request in 2.6429669857025146s
Received healthy response to inference request in 1.659341812133789s
5 requests
0 failed requests
5th percentile: 1.6851506233215332
10th percentile: 1.7109594345092773
20th percentile: 1.7625770568847656
30th percentile: 1.789881181716919
40th percentile: 1.7928718090057374
50th percentile: 1.7958624362945557
60th percentile: 2.134704256057739
70th percentile: 2.4735460758209227
80th percentile: 2.67413649559021
90th percentile: 2.7364755153656004
95th percentile: 2.767645025253296
99th percentile: 2.792580633163452
mean time: 2.137074327468872
Pipeline stage StressChecker completed in 12.03s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 2.50s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 2.49s
Shutdown handler de-registered
cloudyu-nemo-dpo-v20_v1 status is now deployed due to DeploymentManager action
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Pipeline stage MKMLProfilerTemplater completed in 0.11s
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Running pipeline stage MKMLProfilerDeployer
Creating inference service cloudyu-nemo-dpo-v20-v1-profiler
Waiting for inference service cloudyu-nemo-dpo-v20-v1-profiler to be ready
Shutdown handler registered
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3156.59s
Shutdown handler de-registered
cloudyu-nemo-dpo-v20_v1 status is now inactive due to auto deactivation removed underperforming models