chaiml-nis-proj1-exp1-s_21615

developer_uid: NischayDnk

submission_id: chaiml-nis-proj1-exp1-s_21615_v1

model_name: chaiml-nis-proj1-exp1-s_21615_v1

model_group: ChaiML/nis-proj1-exp1-sf

status: torndown

timestamp: 2025-03-27T15:59:13+00:00

num_battles: 7110

num_wins: 3507

celo_rating: 1275.03

family_friendly_score: 0.5731999999999999

family_friendly_standard_error: 0.00699488041355962

submission_type: basic

model_repo: ChaiML/nis-proj1-exp1-sft-prev1-type1-top20k-try2

model_architecture: MistralForCausalLM

model_num_parameters: 24096691200.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.3670792449919224, 'latency_mean': 2.7241317546367645, 'latency_p50': 2.714145064353943, 'latency_p90': 3.0282968997955324}, {'batch_size': 2, 'throughput': 0.5768422040530556, 'latency_mean': 3.4543352341651916, 'latency_p50': 3.4016966819763184, 'latency_p90': 3.8403520822525024}, {'batch_size': 3, 'throughput': 0.7210403601101417, 'latency_mean': 4.146098867654801, 'latency_p50': 4.159186840057373, 'latency_p90': 4.5981409549713135}, {'batch_size': 4, 'throughput': 0.8382902286536399, 'latency_mean': 4.758564922809601, 'latency_p50': 4.7668880224227905, 'latency_p90': 5.229664587974549}, {'batch_size': 5, 'throughput': 0.9301094653396584, 'latency_mean': 5.356166818141937, 'latency_p50': 5.354166507720947, 'latency_p90': 5.992641806602478}]

gpu_counts: {'NVIDIA RTX A6000': 1}

display_name: chaiml-nis-proj1-exp1-s_21615_v1

is_internal_developer: False

language_model: ChaiML/nis-proj1-exp1-sft-prev1-type1-top20k-try2

model_size: 24B

ranking_group: single

throughput_3p7s: 0.64

us_pacific_date: 2025-03-27

win_ratio: 0.4932489451476793

generation_params: {'temperature': 0.45, 'top_p': 0.9, 'min_p': 0.05, 'top_k': 40, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '<|im_start|>system\n{memory}<|im_end|>\n', 'prompt_template': '<|im_start|>user\n{prompt}<|im_end|>\n', 'bot_template': '<|im_start|>assistant\n{bot_name}: {message}<|im_end|>\n', 'user_template': '<|im_start|>user\n{user_name}: {message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n{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 chaiml-nis-proj1-exp1-s-21615-v1-mkmlizer
Waiting for job on chaiml-nis-proj1-exp1-s-21615-v1-mkmlizer to finish
chaiml-nis-proj1-exp1-s-21615-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nis-proj1-exp1-s-21615-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-nis-proj1-exp1-s-21615-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nis-proj1-exp1-s-21615-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nis-proj1-exp1-s-21615-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nis-proj1-exp1-s-21615-v1-mkmlizer: ║       /___/                                                         ║
chaiml-nis-proj1-exp1-s-21615-v1-mkmlizer: ║                                                                     ║
chaiml-nis-proj1-exp1-s-21615-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-nis-proj1-exp1-s-21615-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nis-proj1-exp1-s-21615-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nis-proj1-exp1-s-21615-v1-mkmlizer: ║                                                                     ║
chaiml-nis-proj1-exp1-s-21615-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nis-proj1-exp1-s-21615-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-nis-proj1-exp1-s-21615-v1-mkmlizer: ║                                                                     ║
chaiml-nis-proj1-exp1-s-21615-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nis-proj1-exp1-s-21615-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nis-proj1-exp1-s-21615-v1-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-nis-proj1-exp1-s-21615-v1-mkmlizer: ║                                                                     ║
chaiml-nis-proj1-exp1-s-21615-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nis-proj1-exp1-s-21615-v1-mkmlizer: Downloaded to shared memory in 82.121s
chaiml-nis-proj1-exp1-s-21615-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp09g8_v8z, device:0
chaiml-nis-proj1-exp1-s-21615-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nis-proj1-exp1-s-21615-v1-mkmlizer: quantized model in 53.767s
chaiml-nis-proj1-exp1-s-21615-v1-mkmlizer: Processed model ChaiML/nis-proj1-exp1-sft-prev1-type1-top20k-try2 in 135.888s
chaiml-nis-proj1-exp1-s-21615-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nis-proj1-exp1-s-21615-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nis-proj1-exp1-s-21615-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nis-proj1-exp1-s-21615-v1
chaiml-nis-proj1-exp1-s-21615-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nis-proj1-exp1-s-21615-v1/config.json
chaiml-nis-proj1-exp1-s-21615-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nis-proj1-exp1-s-21615-v1/special_tokens_map.json
chaiml-nis-proj1-exp1-s-21615-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nis-proj1-exp1-s-21615-v1/tokenizer_config.json
chaiml-nis-proj1-exp1-s-21615-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nis-proj1-exp1-s-21615-v1/tokenizer.json
chaiml-nis-proj1-exp1-s-21615-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-nis-proj1-exp1-s-21615-v1/flywheel_model.1.safetensors
chaiml-nis-proj1-exp1-s-21615-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nis-proj1-exp1-s-21615-v1/flywheel_model.0.safetensors
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Job chaiml-nis-proj1-exp1-s-21615-v1-mkmlizer completed after 166.34s with status: succeeded
Stopping job with name chaiml-nis-proj1-exp1-s-21615-v1-mkmlizer
Pipeline stage MKMLizer completed in 166.80s
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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 chaiml-nis-proj1-exp1-s-21615-v1
Waiting for inference service chaiml-nis-proj1-exp1-s-21615-v1 to be ready
Inference service chaiml-nis-proj1-exp1-s-21615-v1 ready after 100.41201448440552s
Pipeline stage MKMLDeployer completed in 101.10s
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Running pipeline stage StressChecker
Received healthy response to inference request in 3.451561689376831s
Received healthy response to inference request in 2.459665536880493s
Received healthy response to inference request in 2.6500298976898193s
Received healthy response to inference request in 2.6085257530212402s
Received healthy response to inference request in 2.4411637783050537s
5 requests
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5th percentile: 2.4448641300201417
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50th percentile: 2.6085257530212402
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70th percentile: 2.6417290687561037
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90th percentile: 3.1309489727020265
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99th percentile: 3.4195004177093504
mean time: 2.7221893310546874
Pipeline stage StressChecker completed in 14.76s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 5057.82s
Shutdown handler de-registered
chaiml-nis-proj1-exp1-s_21615_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-nis-proj1-exp1-s_21615_v1 status is now torndown due to DeploymentManager action