developer_uid: NischayDnk
submission_id: nischaydnk-nemo12b-merg_76050_v1
model_name: nischaydnk-nemo12b-merg_76050_v1
model_group: NischayDnk/Nemo12B-Merge
status: torndown
timestamp: 2025-01-04T18:22:17+00:00
num_battles: 11371
num_wins: 5651
celo_rating: 1258.88
family_friendly_score: 0.5948
family_friendly_standard_error: 0.006942808653563772
submission_type: basic
model_repo: NischayDnk/Nemo12B-Merge-DPOv1-sftv1
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.611289431342526, 'latency_mean': 1.635827225446701, 'latency_p50': 1.636866807937622, 'latency_p90': 1.80067617893219}, {'batch_size': 3, 'throughput': 1.1265864959976912, 'latency_mean': 2.6529714965820315, 'latency_p50': 2.632556438446045, 'latency_p90': 2.936921906471252}, {'batch_size': 5, 'throughput': 1.3641175347173524, 'latency_mean': 3.6450073647499086, 'latency_p50': 3.621854305267334, 'latency_p90': 4.146825909614563}, {'batch_size': 6, 'throughput': 1.443448685977274, 'latency_mean': 4.125125011205673, 'latency_p50': 4.07981276512146, 'latency_p90': 4.605848932266236}, {'batch_size': 8, 'throughput': 1.5117703889005703, 'latency_mean': 5.2579490137100215, 'latency_p50': 5.240126132965088, 'latency_p90': 5.929826855659485}, {'batch_size': 10, 'throughput': 1.5319397808023556, 'latency_mean': 6.465689109563828, 'latency_p50': 6.502884149551392, 'latency_p90': 7.364698481559754}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: nischaydnk-nemo12b-merg_76050_v1
is_internal_developer: False
language_model: NischayDnk/Nemo12B-Merge-DPOv1-sftv1
model_size: 13B
ranking_group: single
throughput_3p7s: 1.38
us_pacific_date: 2025-01-04
win_ratio: 0.496965966053997
generation_params: {'temperature': 0.94, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 40, '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 nischaydnk-nemo12b-merg-76050-v1-mkmlizer
Waiting for job on nischaydnk-nemo12b-merg-76050-v1-mkmlizer to finish
nischaydnk-nemo12b-merg-76050-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
nischaydnk-nemo12b-merg-76050-v1-mkmlizer: ║     _____            __           __                                ║
nischaydnk-nemo12b-merg-76050-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
nischaydnk-nemo12b-merg-76050-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
nischaydnk-nemo12b-merg-76050-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
nischaydnk-nemo12b-merg-76050-v1-mkmlizer: ║       /___/                                                         ║
nischaydnk-nemo12b-merg-76050-v1-mkmlizer: ║                                                                     ║
nischaydnk-nemo12b-merg-76050-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
nischaydnk-nemo12b-merg-76050-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
nischaydnk-nemo12b-merg-76050-v1-mkmlizer: ║  https://mk1.ai                                                     ║
nischaydnk-nemo12b-merg-76050-v1-mkmlizer: ║                                                                     ║
nischaydnk-nemo12b-merg-76050-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
nischaydnk-nemo12b-merg-76050-v1-mkmlizer: ║  belonging to:                                                      ║
nischaydnk-nemo12b-merg-76050-v1-mkmlizer: ║                                                                     ║
nischaydnk-nemo12b-merg-76050-v1-mkmlizer: ║  Chai Research Corp.                                                ║
nischaydnk-nemo12b-merg-76050-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
nischaydnk-nemo12b-merg-76050-v1-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
nischaydnk-nemo12b-merg-76050-v1-mkmlizer: ║                                                                     ║
nischaydnk-nemo12b-merg-76050-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission nischaydnk-dpo-v5-mix4d_54301_v1: HTTPConnectionPool(host='nischaydnk-dpo-v5-mix4d-54301-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
nischaydnk-nemo12b-merg-76050-v1-mkmlizer: Downloaded to shared memory in 44.640s
nischaydnk-nemo12b-merg-76050-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpp7yvnyas, device:0
nischaydnk-nemo12b-merg-76050-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
nischaydnk-nemo12b-merg-76050-v1-mkmlizer: quantized model in 36.059s
nischaydnk-nemo12b-merg-76050-v1-mkmlizer: Processed model NischayDnk/Nemo12B-Merge-DPOv1-sftv1 in 80.699s
nischaydnk-nemo12b-merg-76050-v1-mkmlizer: creating bucket guanaco-mkml-models
nischaydnk-nemo12b-merg-76050-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
nischaydnk-nemo12b-merg-76050-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/nischaydnk-nemo12b-merg-76050-v1
nischaydnk-nemo12b-merg-76050-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/nischaydnk-nemo12b-merg-76050-v1/config.json
nischaydnk-nemo12b-merg-76050-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/nischaydnk-nemo12b-merg-76050-v1/special_tokens_map.json
nischaydnk-nemo12b-merg-76050-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/nischaydnk-nemo12b-merg-76050-v1/tokenizer_config.json
nischaydnk-nemo12b-merg-76050-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/nischaydnk-nemo12b-merg-76050-v1/tokenizer.json
nischaydnk-nemo12b-merg-76050-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/nischaydnk-nemo12b-merg-76050-v1/flywheel_model.0.safetensors
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Job nischaydnk-nemo12b-merg-76050-v1-mkmlizer completed after 115.59s with status: succeeded
Stopping job with name nischaydnk-nemo12b-merg-76050-v1-mkmlizer
Pipeline stage MKMLizer completed in 116.08s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
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Running pipeline stage MKMLDeployer
Creating inference service nischaydnk-nemo12b-merg-76050-v1
Waiting for inference service nischaydnk-nemo12b-merg-76050-v1 to be ready
Inference service nischaydnk-nemo12b-merg-76050-v1 ready after 331.78117084503174s
Pipeline stage MKMLDeployer completed in 332.38s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.1430211067199707s
Received healthy response to inference request in 1.9381604194641113s
Received healthy response to inference request in 1.1257610321044922s
Received healthy response to inference request in 1.7460057735443115s
Received healthy response to inference request in 1.7485756874084473s
5 requests
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5th percentile: 1.249809980392456
10th percentile: 1.37385892868042
20th percentile: 1.6219568252563477
30th percentile: 1.7465197563171386
40th percentile: 1.747547721862793
50th percentile: 1.7485756874084473
60th percentile: 1.824409580230713
70th percentile: 1.9002434730529785
80th percentile: 1.9791325569152833
90th percentile: 2.061076831817627
95th percentile: 2.102048969268799
99th percentile: 2.1348266792297363
mean time: 1.7403048038482667
Pipeline stage StressChecker completed in 10.10s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.62s
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
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Pipeline stage OfflineFamilyFriendlyScorer completed in 9697.59s
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nischaydnk-nemo12b-merg_76050_v1 status is now inactive due to auto deactivation removed underperforming models
nischaydnk-nemo12b-merg_76050_v1 status is now torndown due to DeploymentManager action
nischaydnk-nemo12b-merg_76050_v1 status is now torndown due to DeploymentManager action
nischaydnk-nemo12b-merg_76050_v1 status is now torndown due to DeploymentManager action