developer_uid: cloudyu
submission_id: cloudyu-nemo-dpo-v23_v6
model_name: cloudyu-nemo-dpo-v23_v2
model_group: cloudyu/Nemo-DPO-V23
status: torndown
timestamp: 2025-01-11T09:45:50+00:00
num_battles: 11135
num_wins: 5762
celo_rating: 1273.19
family_friendly_score: 0.5788
family_friendly_standard_error: 0.006982700910106346
submission_type: basic
model_repo: cloudyu/Nemo-DPO-V23
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.6199711112628129, 'latency_mean': 1.6128899109363557, 'latency_p50': 1.608687400817871, 'latency_p90': 1.7815304040908813}, {'batch_size': 3, 'throughput': 1.154222932521471, 'latency_mean': 2.59025248169899, 'latency_p50': 2.5962342023849487, 'latency_p90': 2.8135527610778808}, {'batch_size': 5, 'throughput': 1.4039995330316, 'latency_mean': 3.5493840098381044, 'latency_p50': 3.5628453493118286, 'latency_p90': 3.913681960105896}, {'batch_size': 6, 'throughput': 1.472901093361922, 'latency_mean': 4.053989872932434, 'latency_p50': 4.059573292732239, 'latency_p90': 4.54396607875824}, {'batch_size': 8, 'throughput': 1.5397348098503478, 'latency_mean': 5.164232087135315, 'latency_p50': 5.1814011335372925, 'latency_p90': 5.805462789535523}, {'batch_size': 10, 'throughput': 1.590558268848088, 'latency_mean': 6.229848313331604, 'latency_p50': 6.240263938903809, 'latency_p90': 7.028479743003845}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: cloudyu-nemo-dpo-v23_v2
is_internal_developer: False
language_model: cloudyu/Nemo-DPO-V23
model_size: 13B
ranking_group: single
throughput_3p7s: 1.43
us_pacific_date: 2025-01-11
win_ratio: 0.5174674449932645
generation_params: {'temperature': 1.25, 'top_p': 0.95, '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-v23-v6-mkmlizer
Waiting for job on cloudyu-nemo-dpo-v23-v6-mkmlizer to finish
cloudyu-nemo-dpo-v23-v6-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cloudyu-nemo-dpo-v23-v6-mkmlizer: ║     _____            __           __                                ║
cloudyu-nemo-dpo-v23-v6-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cloudyu-nemo-dpo-v23-v6-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cloudyu-nemo-dpo-v23-v6-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cloudyu-nemo-dpo-v23-v6-mkmlizer: ║       /___/                                                         ║
cloudyu-nemo-dpo-v23-v6-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v23-v6-mkmlizer: ║  Version: 0.11.12                                                   ║
cloudyu-nemo-dpo-v23-v6-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cloudyu-nemo-dpo-v23-v6-mkmlizer: ║  https://mk1.ai                                                     ║
cloudyu-nemo-dpo-v23-v6-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v23-v6-mkmlizer: ║  The license key for the current software has been verified as      ║
cloudyu-nemo-dpo-v23-v6-mkmlizer: ║  belonging to:                                                      ║
cloudyu-nemo-dpo-v23-v6-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v23-v6-mkmlizer: ║  Chai Research Corp.                                                ║
cloudyu-nemo-dpo-v23-v6-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cloudyu-nemo-dpo-v23-v6-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
cloudyu-nemo-dpo-v23-v6-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v23-v6-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cloudyu-nemo-dpo-v23-v6-mkmlizer: Downloaded to shared memory in 32.004s
cloudyu-nemo-dpo-v23-v6-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp_qpet3xc, device:0
cloudyu-nemo-dpo-v23-v6-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cloudyu-nemo-dpo-v23-v6-mkmlizer: quantized model in 36.052s
cloudyu-nemo-dpo-v23-v6-mkmlizer: Processed model cloudyu/Nemo-DPO-V23 in 68.056s
cloudyu-nemo-dpo-v23-v6-mkmlizer: creating bucket guanaco-mkml-models
cloudyu-nemo-dpo-v23-v6-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cloudyu-nemo-dpo-v23-v6-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cloudyu-nemo-dpo-v23-v6
cloudyu-nemo-dpo-v23-v6-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v23-v6/config.json
cloudyu-nemo-dpo-v23-v6-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v23-v6/special_tokens_map.json
cloudyu-nemo-dpo-v23-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v23-v6/tokenizer_config.json
cloudyu-nemo-dpo-v23-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v23-v6/tokenizer.json
cloudyu-nemo-dpo-v23-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cloudyu-nemo-dpo-v23-v6/flywheel_model.0.safetensors
cloudyu-nemo-dpo-v23-v6-mkmlizer: 
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Job cloudyu-nemo-dpo-v23-v6-mkmlizer completed after 94.79s with status: succeeded
Stopping job with name cloudyu-nemo-dpo-v23-v6-mkmlizer
Pipeline stage MKMLizer completed in 95.27s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
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Running pipeline stage MKMLDeployer
Creating inference service cloudyu-nemo-dpo-v23-v6
Waiting for inference service cloudyu-nemo-dpo-v23-v6 to be ready
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Connection pool is full, discarding connection: %s. Connection pool size: %s
Retrying (%r) after connection broken by '%r': %s
Inference service cloudyu-nemo-dpo-v23-v6 ready after 372.30346846580505s
Pipeline stage MKMLDeployer completed in 372.84s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.1890501976013184s
Received healthy response to inference request in 2.0673155784606934s
Received healthy response to inference request in 1.685680627822876s
Received healthy response to inference request in 1.7617387771606445s
Received healthy response to inference request in 1.8850581645965576s
5 requests
0 failed requests
5th percentile: 1.7008922576904297
10th percentile: 1.7161038875579835
20th percentile: 1.7465271472930908
30th percentile: 1.786402654647827
40th percentile: 1.8357304096221925
50th percentile: 1.8850581645965576
60th percentile: 1.957961130142212
70th percentile: 2.0308640956878663
80th percentile: 2.0916625022888184
90th percentile: 2.140356349945068
95th percentile: 2.1647032737731933
99th percentile: 2.1841808128356934
mean time: 1.917768669128418
Pipeline stage StressChecker completed in 10.98s
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cloudyu-nemo-dpo-v23_v6 status is now deployed due to DeploymentManager action
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2817.08s
Shutdown handler de-registered
cloudyu-nemo-dpo-v23_v6 status is now inactive due to auto deactivation removed underperforming models
cloudyu-nemo-dpo-v23_v6 status is now torndown due to DeploymentManager action
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