udbhavbamba-nemo13b-dpo-og

developer_uid: udbhavbamba

submission_id: udbhavbamba-nemo13b-dpo-og_v2

model_name: dpoO

model_group: udbhavbamba/nemo13b_dpo_

status: torndown

timestamp: 2025-03-23T09:14:56+00:00

num_battles: 9352

num_wins: 4444

celo_rating: 1261.45

family_friendly_score: 0.6044

family_friendly_standard_error: 0.006915209902815677

submission_type: basic

model_repo: udbhavbamba/nemo13b_dpo_og

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6134922496975491, 'latency_mean': 1.6299517631530762, 'latency_p50': 1.623008370399475, 'latency_p90': 1.7896691799163817}, {'batch_size': 3, 'throughput': 1.1327751041057017, 'latency_mean': 2.642029178142548, 'latency_p50': 2.6327072381973267, 'latency_p90': 2.934660625457764}, {'batch_size': 5, 'throughput': 1.3679809107632035, 'latency_mean': 3.640007656812668, 'latency_p50': 3.6377289295196533, 'latency_p90': 4.051917719841003}, {'batch_size': 6, 'throughput': 1.4218089766868043, 'latency_mean': 4.192060710191726, 'latency_p50': 4.251717805862427, 'latency_p90': 4.707928562164306}, {'batch_size': 8, 'throughput': 1.4998684822606856, 'latency_mean': 5.307328524589539, 'latency_p50': 5.314491391181946, 'latency_p90': 6.03839807510376}, {'batch_size': 10, 'throughput': 1.5366595480839633, 'latency_mean': 6.455947158336639, 'latency_p50': 6.472315788269043, 'latency_p90': 7.362754368782044}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: dpoO

is_internal_developer: False

language_model: udbhavbamba/nemo13b_dpo_og

model_size: 13B

ranking_group: single

throughput_3p7s: 1.38

us_pacific_date: 2025-03-23

win_ratio: 0.4751924721984602

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-og-v2-mkmlizer
Waiting for job on udbhavbamba-nemo13b-dpo-og-v2-mkmlizer to finish
udbhavbamba-nemo13b-dpo-og-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
udbhavbamba-nemo13b-dpo-og-v2-mkmlizer: ║     _____            __           __                                ║
udbhavbamba-nemo13b-dpo-og-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
udbhavbamba-nemo13b-dpo-og-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
udbhavbamba-nemo13b-dpo-og-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
udbhavbamba-nemo13b-dpo-og-v2-mkmlizer: ║       /___/                                                         ║
udbhavbamba-nemo13b-dpo-og-v2-mkmlizer: ║                                                                     ║
udbhavbamba-nemo13b-dpo-og-v2-mkmlizer: ║  Version: 0.12.8                                                    ║
udbhavbamba-nemo13b-dpo-og-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
udbhavbamba-nemo13b-dpo-og-v2-mkmlizer: ║  https://mk1.ai                                                     ║
udbhavbamba-nemo13b-dpo-og-v2-mkmlizer: ║                                                                     ║
udbhavbamba-nemo13b-dpo-og-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
udbhavbamba-nemo13b-dpo-og-v2-mkmlizer: ║  belonging to:                                                      ║
udbhavbamba-nemo13b-dpo-og-v2-mkmlizer: ║                                                                     ║
udbhavbamba-nemo13b-dpo-og-v2-mkmlizer: ║  Chai Research Corp.                                                ║
udbhavbamba-nemo13b-dpo-og-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
udbhavbamba-nemo13b-dpo-og-v2-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
udbhavbamba-nemo13b-dpo-og-v2-mkmlizer: ║                                                                     ║
udbhavbamba-nemo13b-dpo-og-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
udbhavbamba-nemo13b-dpo-og-v2-mkmlizer: Downloaded to shared memory in 34.766s
udbhavbamba-nemo13b-dpo-og-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpwhyjhfhd, device:0
udbhavbamba-nemo13b-dpo-og-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission udbhavbamba-nemo13b-dpo-v2_v1: ('http://udbhavbamba-nemo13b-dpo-v2-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:58646->127.0.0.1:8080: read: connection reset by peer\n')
udbhavbamba-nemo13b-dpo-og-v2-mkmlizer: quantized model in 37.068s
udbhavbamba-nemo13b-dpo-og-v2-mkmlizer: Processed model udbhavbamba/nemo13b_dpo_og in 71.838s
udbhavbamba-nemo13b-dpo-og-v2-mkmlizer: creating bucket guanaco-mkml-models
udbhavbamba-nemo13b-dpo-og-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
udbhavbamba-nemo13b-dpo-og-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/udbhavbamba-nemo13b-dpo-og-v2
udbhavbamba-nemo13b-dpo-og-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/udbhavbamba-nemo13b-dpo-og-v2/config.json
udbhavbamba-nemo13b-dpo-og-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/udbhavbamba-nemo13b-dpo-og-v2/special_tokens_map.json
udbhavbamba-nemo13b-dpo-og-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/udbhavbamba-nemo13b-dpo-og-v2/tokenizer_config.json
udbhavbamba-nemo13b-dpo-og-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/udbhavbamba-nemo13b-dpo-og-v2/tokenizer.json
udbhavbamba-nemo13b-dpo-og-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/udbhavbamba-nemo13b-dpo-og-v2/flywheel_model.0.safetensors
udbhavbamba-nemo13b-dpo-og-v2-mkmlizer: 
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Job udbhavbamba-nemo13b-dpo-og-v2-mkmlizer completed after 125.31s with status: succeeded
Stopping job with name udbhavbamba-nemo13b-dpo-og-v2-mkmlizer
Pipeline stage MKMLizer completed in 125.80s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
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Running pipeline stage MKMLDeployer
Creating inference service udbhavbamba-nemo13b-dpo-og-v2
Waiting for inference service udbhavbamba-nemo13b-dpo-og-v2 to be ready
Inference service udbhavbamba-nemo13b-dpo-og-v2 ready after 90.43522429466248s
Pipeline stage MKMLDeployer completed in 91.06s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.5067331790924072s
Received healthy response to inference request in 1.6232938766479492s
Received healthy response to inference request in 1.5870962142944336s
Received healthy response to inference request in 1.871316909790039s
Received healthy response to inference request in 1.629396915435791s
5 requests
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5th percentile: 1.5943357467651367
10th percentile: 1.6015752792358398
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80th percentile: 1.9984001636505129
90th percentile: 2.25256667137146
95th percentile: 2.3796499252319334
99th percentile: 2.4813165283203125
mean time: 1.843567419052124
Pipeline stage StressChecker completed in 10.59s
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2669.70s
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