udbhavbamba-nemo13b-dpo-v2

developer_uid: udbhavbamba

submission_id: udbhavbamba-nemo13b-dpo-v2_v1

model_name: dpo

model_group: udbhavbamba/nemo13b_dpo_

status: torndown

timestamp: 2025-03-23T08:18:35+00:00

num_battles: 8164

num_wins: 3936

celo_rating: 1263.69

family_friendly_score: 0.6093999999999999

family_friendly_standard_error: 0.006899733907912681

submission_type: basic

model_repo: udbhavbamba/nemo13b_dpo_v2

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6020098106277416, 'latency_mean': 1.6610283589363097, 'latency_p50': 1.6475328207015991, 'latency_p90': 1.8437158107757567}, {'batch_size': 3, 'throughput': 1.0910299714085676, 'latency_mean': 2.7398815679550172, 'latency_p50': 2.7504113912582397, 'latency_p90': 3.015893793106079}, {'batch_size': 5, 'throughput': 1.3163641891314724, 'latency_mean': 3.7813214004039764, 'latency_p50': 3.781013250350952, 'latency_p90': 4.2010924339294435}, {'batch_size': 6, 'throughput': 1.3902814681364932, 'latency_mean': 4.29400810956955, 'latency_p50': 4.318438649177551, 'latency_p90': 4.826735043525696}, {'batch_size': 8, 'throughput': 1.4578579515737506, 'latency_mean': 5.450191704034805, 'latency_p50': 5.510921239852905, 'latency_p90': 6.084208607673645}, {'batch_size': 10, 'throughput': 1.4929118451256587, 'latency_mean': 6.653810869455338, 'latency_p50': 6.656875133514404, 'latency_p90': 7.5455879211425785}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: dpo

is_internal_developer: False

language_model: udbhavbamba/nemo13b_dpo_v2

model_size: 13B

ranking_group: single

throughput_3p7s: 1.31

us_pacific_date: 2025-03-23

win_ratio: 0.4821166095051445

generation_params: {'temperature': 1.0, 'top_p': 0.9, 'min_p': 0.1, 'top_k': 40, 'presence_penalty': 0.1, 'frequency_penalty': 0.0, 'stopping_words': ['</s>'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': "<s>{bot_name}'s Persona: {memory}\n", 'prompt_template': '{prompt}', 'bot_template': '{bot_name}: {message}</s>', 'user_template': '[INST]{user_name}: {message}[/INST]', '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 udbhavbamba-nemo13b-dpo-v2-v1-mkmlizer
Waiting for job on udbhavbamba-nemo13b-dpo-v2-v1-mkmlizer to finish
udbhavbamba-nemo13b-dpo-v2-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
udbhavbamba-nemo13b-dpo-v2-v1-mkmlizer: ║     _____            __           __                                ║
udbhavbamba-nemo13b-dpo-v2-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
udbhavbamba-nemo13b-dpo-v2-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
udbhavbamba-nemo13b-dpo-v2-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
udbhavbamba-nemo13b-dpo-v2-v1-mkmlizer: ║       /___/                                                         ║
udbhavbamba-nemo13b-dpo-v2-v1-mkmlizer: ║                                                                     ║
udbhavbamba-nemo13b-dpo-v2-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
udbhavbamba-nemo13b-dpo-v2-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
udbhavbamba-nemo13b-dpo-v2-v1-mkmlizer: ║  https://mk1.ai                                                     ║
udbhavbamba-nemo13b-dpo-v2-v1-mkmlizer: ║                                                                     ║
udbhavbamba-nemo13b-dpo-v2-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
udbhavbamba-nemo13b-dpo-v2-v1-mkmlizer: ║  belonging to:                                                      ║
udbhavbamba-nemo13b-dpo-v2-v1-mkmlizer: ║                                                                     ║
udbhavbamba-nemo13b-dpo-v2-v1-mkmlizer: ║  Chai Research Corp.                                                ║
udbhavbamba-nemo13b-dpo-v2-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
udbhavbamba-nemo13b-dpo-v2-v1-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
udbhavbamba-nemo13b-dpo-v2-v1-mkmlizer: ║                                                                     ║
udbhavbamba-nemo13b-dpo-v2-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
udbhavbamba-nemo13b-dpo-v2-v1-mkmlizer: quantized model in 37.318s
udbhavbamba-nemo13b-dpo-v2-v1-mkmlizer: Processed model udbhavbamba/nemo13b_dpo_v2 in 83.474s
udbhavbamba-nemo13b-dpo-v2-v1-mkmlizer: creating bucket guanaco-mkml-models
udbhavbamba-nemo13b-dpo-v2-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
udbhavbamba-nemo13b-dpo-v2-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/udbhavbamba-nemo13b-dpo-v2-v1
udbhavbamba-nemo13b-dpo-v2-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/udbhavbamba-nemo13b-dpo-v2-v1/config.json
udbhavbamba-nemo13b-dpo-v2-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/udbhavbamba-nemo13b-dpo-v2-v1/special_tokens_map.json
udbhavbamba-nemo13b-dpo-v2-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/udbhavbamba-nemo13b-dpo-v2-v1/tokenizer_config.json
udbhavbamba-nemo13b-dpo-v2-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/udbhavbamba-nemo13b-dpo-v2-v1/tokenizer.json
udbhavbamba-nemo13b-dpo-v2-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/udbhavbamba-nemo13b-dpo-v2-v1/flywheel_model.0.safetensors
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Job udbhavbamba-nemo13b-dpo-v2-v1-mkmlizer completed after 104.55s with status: succeeded
Stopping job with name udbhavbamba-nemo13b-dpo-v2-v1-mkmlizer
Pipeline stage MKMLizer completed in 105.09s
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Pipeline stage MKMLTemplater completed in 0.17s
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Creating inference service udbhavbamba-nemo13b-dpo-v2-v1
Waiting for inference service udbhavbamba-nemo13b-dpo-v2-v1 to be ready
Inference service udbhavbamba-nemo13b-dpo-v2-v1 ready after 90.43487453460693s
Pipeline stage MKMLDeployer completed in 91.11s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.3572680950164795s
Received healthy response to inference request in 1.680345058441162s
Received healthy response to inference request in 1.748857021331787s
Received healthy response to inference request in 1.647702693939209s
Received healthy response to inference request in 1.8905131816864014s
5 requests
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2574.01s
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udbhavbamba-nemo13b-dpo-v2_v1 status is now inactive due to auto deactivation removed underperforming models
udbhavbamba-nemo13b-dpo-v2_v1 status is now torndown due to DeploymentManager action