chaiml-arli-24b-sft-exp_73038

developer_uid: NischayDnk

submission_id: chaiml-arli-24b-sft-exp_73038_v1

model_name: chaiml-arli-24b-sft-exp_73038_v1

model_group: ChaiML/arli-24b-sft-exp2

status: torndown

timestamp: 2025-04-28T07:55:17+00:00

num_battles: 7944

num_wins: 4016

celo_rating: 1293.08

family_friendly_score: 0.5664

family_friendly_standard_error: 0.007008438342455472

submission_type: basic

model_repo: ChaiML/arli-24b-sft-exp2-retryv2sftdata-top8perclexical

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': 0.5310141568627883, 'latency_mean': 1.883132539987564, 'latency_p50': 1.8828753232955933, 'latency_p90': 2.081504535675049}, {'batch_size': 3, 'throughput': 1.080277955719108, 'latency_mean': 2.7668123710155488, 'latency_p50': 2.759508490562439, 'latency_p90': 3.0583206176757813}, {'batch_size': 5, 'throughput': 1.3935884155783347, 'latency_mean': 3.5573534417152404, 'latency_p50': 3.5765788555145264, 'latency_p90': 3.9137917041778563}, {'batch_size': 6, 'throughput': 1.507385308551906, 'latency_mean': 3.955267469882965, 'latency_p50': 3.931531310081482, 'latency_p90': 4.4350906133651735}, {'batch_size': 8, 'throughput': 1.637066123638291, 'latency_mean': 4.8450993943214415, 'latency_p50': 4.883893966674805, 'latency_p90': 5.455718994140625}, {'batch_size': 10, 'throughput': 1.7226640515175742, 'latency_mean': 5.771934298276901, 'latency_p50': 5.768539905548096, 'latency_p90': 6.4158998966217045}]

gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}

display_name: chaiml-arli-24b-sft-exp_73038_v1

is_internal_developer: False

language_model: ChaiML/arli-24b-sft-exp2-retryv2sftdata-top8perclexical

model_size: 24B

ranking_group: single

throughput_3p7s: 1.45

us_pacific_date: 2025-04-28

win_ratio: 0.5055387713997986

generation_params: {'temperature': 0.45, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 60, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['<|im_end|>', '\n', '<|im_start|>'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '<|system|>Family Friendly{memory}\n', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{message}<|im_end|>\n', 'user_template': '<|im_start|>user\nYou:{message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n', '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-arli-24b-sft-exp-73038-v1-mkmlizer
Waiting for job on chaiml-arli-24b-sft-exp-73038-v1-mkmlizer to finish
chaiml-arli-24b-sft-exp-73038-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-arli-24b-sft-exp-73038-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-arli-24b-sft-exp-73038-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-arli-24b-sft-exp-73038-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-arli-24b-sft-exp-73038-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-arli-24b-sft-exp-73038-v1-mkmlizer: ║       /___/                                                         ║
chaiml-arli-24b-sft-exp-73038-v1-mkmlizer: ║                                                                     ║
chaiml-arli-24b-sft-exp-73038-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-arli-24b-sft-exp-73038-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-arli-24b-sft-exp-73038-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-arli-24b-sft-exp-73038-v1-mkmlizer: ║                                                                     ║
chaiml-arli-24b-sft-exp-73038-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-arli-24b-sft-exp-73038-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-arli-24b-sft-exp-73038-v1-mkmlizer: ║                                                                     ║
chaiml-arli-24b-sft-exp-73038-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-arli-24b-sft-exp-73038-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-arli-24b-sft-exp-73038-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-arli-24b-sft-exp-73038-v1-mkmlizer: ║                                                                     ║
chaiml-arli-24b-sft-exp-73038-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-arli-24b-sft-exp-73038-v1-mkmlizer: Downloaded to shared memory in 76.717s
chaiml-arli-24b-sft-exp-73038-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpusi5ibnp, device:0
chaiml-arli-24b-sft-exp-73038-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-arli-24b-sft-exp-73038-v1-mkmlizer: quantized model in 53.220s
chaiml-arli-24b-sft-exp-73038-v1-mkmlizer: Processed model ChaiML/arli-24b-sft-exp2-retryv2sftdata-top8perclexical in 129.938s
chaiml-arli-24b-sft-exp-73038-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-arli-24b-sft-exp-73038-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-arli-24b-sft-exp-73038-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-73038-v1
chaiml-arli-24b-sft-exp-73038-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-73038-v1/config.json
chaiml-arli-24b-sft-exp-73038-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-73038-v1/special_tokens_map.json
chaiml-arli-24b-sft-exp-73038-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-73038-v1/tokenizer_config.json
chaiml-arli-24b-sft-exp-73038-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-73038-v1/tokenizer.json
chaiml-arli-24b-sft-exp-73038-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-73038-v1/flywheel_model.1.safetensors
chaiml-arli-24b-sft-exp-73038-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-73038-v1/flywheel_model.0.safetensors
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Job chaiml-arli-24b-sft-exp-73038-v1-mkmlizer completed after 165.79s with status: succeeded
Stopping job with name chaiml-arli-24b-sft-exp-73038-v1-mkmlizer
Pipeline stage MKMLizer completed in 166.27s
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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-arli-24b-sft-exp-73038-v1
Waiting for inference service chaiml-arli-24b-sft-exp-73038-v1 to be ready
Inference service chaiml-arli-24b-sft-exp-73038-v1 ready after 130.4440562725067s
Pipeline stage MKMLDeployer completed in 130.96s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.543335437774658s
Received healthy response to inference request in 2.241529703140259s
Received healthy response to inference request in 2.123455047607422s
Received healthy response to inference request in 2.0686450004577637s
Received healthy response to inference request in 2.028383493423462s
5 requests
0 failed requests
5th percentile: 2.0364357948303224
10th percentile: 2.0444880962371825
20th percentile: 2.060592699050903
30th percentile: 2.0796070098876953
40th percentile: 2.1015310287475586
50th percentile: 2.123455047607422
60th percentile: 2.1706849098205567
70th percentile: 2.2179147720336916
80th percentile: 2.3018908500671387
90th percentile: 2.4226131439208984
95th percentile: 2.4829742908477783
99th percentile: 2.5312632083892823
mean time: 2.201069736480713
Pipeline stage StressChecker completed in 12.35s
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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 0.65s
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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 4505.32s
Shutdown handler de-registered
chaiml-arli-24b-sft-exp_73038_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-arli-24b-sft-exp_73038_v1 status is now torndown due to DeploymentManager action