udbhavbamba-nemo13b-dpo-og

developer_uid: udbhavbamba

submission_id: udbhavbamba-nemo13b-dpo-og_v3

model_name: dpoO

model_group: udbhavbamba/nemo13b_dpo_

status: torndown

timestamp: 2025-03-23T09:15:08+00:00

num_battles: 9330

num_wins: 4552

celo_rating: 1271.07

family_friendly_score: 0.6002000000000001

family_friendly_standard_error: 0.006927625278549642

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': 0.6018558154641891, 'latency_mean': 1.6614661860466002, 'latency_p50': 1.6553425788879395, 'latency_p90': 1.8296912670135497}, {'batch_size': 3, 'throughput': 1.0964771360135495, 'latency_mean': 2.7292351543903353, 'latency_p50': 2.713984251022339, 'latency_p90': 3.057743954658508}, {'batch_size': 5, 'throughput': 1.3007762565560155, 'latency_mean': 3.8271293306350707, 'latency_p50': 3.7887725830078125, 'latency_p90': 4.2223968505859375}, {'batch_size': 6, 'throughput': 1.3746287704132714, 'latency_mean': 4.34289824962616, 'latency_p50': 4.364276051521301, 'latency_p90': 4.803922867774963}, {'batch_size': 8, 'throughput': 1.4239391989847023, 'latency_mean': 5.588780838251114, 'latency_p50': 5.6015037298202515, 'latency_p90': 6.372142601013183}, {'batch_size': 10, 'throughput': 1.4613614339249505, 'latency_mean': 6.8000043261051175, 'latency_p50': 6.802197456359863, 'latency_p90': 7.653411436080932}]

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: 1.29

us_pacific_date: 2025-03-23

win_ratio: 0.48788853161843515

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-v3-mkmlizer
Waiting for job on udbhavbamba-nemo13b-dpo-og-v3-mkmlizer to finish
udbhavbamba-nemo13b-dpo-og-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
udbhavbamba-nemo13b-dpo-og-v3-mkmlizer: ║     _____            __           __                                ║
udbhavbamba-nemo13b-dpo-og-v3-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
udbhavbamba-nemo13b-dpo-og-v3-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
udbhavbamba-nemo13b-dpo-og-v3-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
udbhavbamba-nemo13b-dpo-og-v3-mkmlizer: ║       /___/                                                         ║
udbhavbamba-nemo13b-dpo-og-v3-mkmlizer: ║                                                                     ║
udbhavbamba-nemo13b-dpo-og-v3-mkmlizer: ║  Version: 0.12.8                                                    ║
udbhavbamba-nemo13b-dpo-og-v3-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
udbhavbamba-nemo13b-dpo-og-v3-mkmlizer: ║  https://mk1.ai                                                     ║
udbhavbamba-nemo13b-dpo-og-v3-mkmlizer: ║                                                                     ║
udbhavbamba-nemo13b-dpo-og-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
udbhavbamba-nemo13b-dpo-og-v3-mkmlizer: ║  belonging to:                                                      ║
udbhavbamba-nemo13b-dpo-og-v3-mkmlizer: ║                                                                     ║
udbhavbamba-nemo13b-dpo-og-v3-mkmlizer: ║  Chai Research Corp.                                                ║
udbhavbamba-nemo13b-dpo-og-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
udbhavbamba-nemo13b-dpo-og-v3-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
udbhavbamba-nemo13b-dpo-og-v3-mkmlizer: ║                                                                     ║
udbhavbamba-nemo13b-dpo-og-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
udbhavbamba-nemo13b-dpo-og-v3-mkmlizer: Downloaded to shared memory in 28.884s
udbhavbamba-nemo13b-dpo-og-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp5ig7z0ib, device:0
udbhavbamba-nemo13b-dpo-og-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
udbhavbamba-nemo13b-dpo-og-v3-mkmlizer: quantized model in 36.531s
udbhavbamba-nemo13b-dpo-og-v3-mkmlizer: Processed model udbhavbamba/nemo13b_dpo_og in 65.430s
udbhavbamba-nemo13b-dpo-og-v3-mkmlizer: creating bucket guanaco-mkml-models
udbhavbamba-nemo13b-dpo-og-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
udbhavbamba-nemo13b-dpo-og-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/udbhavbamba-nemo13b-dpo-og-v3
udbhavbamba-nemo13b-dpo-og-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/udbhavbamba-nemo13b-dpo-og-v3/config.json
udbhavbamba-nemo13b-dpo-og-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/udbhavbamba-nemo13b-dpo-og-v3/special_tokens_map.json
udbhavbamba-nemo13b-dpo-og-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/udbhavbamba-nemo13b-dpo-og-v3/tokenizer_config.json
udbhavbamba-nemo13b-dpo-og-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/udbhavbamba-nemo13b-dpo-og-v3/tokenizer.json
udbhavbamba-nemo13b-dpo-og-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/udbhavbamba-nemo13b-dpo-og-v3/flywheel_model.0.safetensors
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Job udbhavbamba-nemo13b-dpo-og-v3-mkmlizer completed after 114.67s with status: succeeded
Stopping job with name udbhavbamba-nemo13b-dpo-og-v3-mkmlizer
Pipeline stage MKMLizer completed in 115.58s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
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Running pipeline stage MKMLDeployer
Creating inference service udbhavbamba-nemo13b-dpo-og-v3
Waiting for inference service udbhavbamba-nemo13b-dpo-og-v3 to be ready
Inference service udbhavbamba-nemo13b-dpo-og-v3 ready after 90.4170470237732s
Pipeline stage MKMLDeployer completed in 91.02s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.3758981227874756s
Received healthy response to inference request in 1.6680550575256348s
Received healthy response to inference request in 1.8872861862182617s
Received healthy response to inference request in 1.796658992767334s
Received healthy response to inference request in 1.729659080505371s
5 requests
0 failed requests
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mean time: 1.8915114879608155
Pipeline stage StressChecker completed in 10.72s
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2677.61s
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udbhavbamba-nemo13b-dpo-og_v3 status is now inactive due to auto deactivation removed underperforming models
udbhavbamba-nemo13b-dpo-og_v3 status is now torndown due to DeploymentManager action