chaiml-tom-modeldata-si_45939

developer_uid: NischayDnk

submission_id: chaiml-tom-modeldata-si_45939_v3

model_name: chaiml-tom-modeldata-si_45939_v3

model_group: ChaiML/tom-modeldata-sim

status: torndown

timestamp: 2025-04-11T00:57:49+00:00

num_battles: 6356

num_wins: 615

celo_rating: 891.68

family_friendly_score: 0.9748

family_friendly_standard_error: 0.0022165270131446627

submission_type: basic

model_repo: ChaiML/tom-modeldata-simpo-exp3-fix

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': 0.3713736300638244, 'latency_mean': 2.6926048684120176, 'latency_p50': 2.710609793663025, 'latency_p90': 2.998963451385498}, {'batch_size': 2, 'throughput': 0.5799012071495613, 'latency_mean': 3.440194525718689, 'latency_p50': 3.4150511026382446, 'latency_p90': 3.7943046569824217}, {'batch_size': 3, 'throughput': 0.7327430737087205, 'latency_mean': 4.077102224826813, 'latency_p50': 4.101564884185791, 'latency_p90': 4.462072539329529}, {'batch_size': 4, 'throughput': 0.8574072782336347, 'latency_mean': 4.650874655246735, 'latency_p50': 4.634324669837952, 'latency_p90': 5.185226821899414}, {'batch_size': 5, 'throughput': 0.9440580674904, 'latency_mean': 5.25336851477623, 'latency_p50': 5.222139239311218, 'latency_p90': 5.90638918876648}]

gpu_counts: {'NVIDIA RTX A6000': 1}

display_name: chaiml-tom-modeldata-si_45939_v3

is_internal_developer: False

language_model: ChaiML/tom-modeldata-simpo-exp3-fix

model_size: 24B

ranking_group: single

throughput_3p7s: 0.65

us_pacific_date: 2025-04-10

win_ratio: 0.09675896790434235

generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['You:', '</s>', '\n', '####\n', '####'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}</s>\n', 'user_template': 'You: {message}\n', 'response_template': '{bot_name}:</s>', 'truncate_by_message': True}

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-tom-modeldata-si-45939-v3-mkmlizer
Waiting for job on chaiml-tom-modeldata-si-45939-v3-mkmlizer to finish
chaiml-tom-modeldata-si-45939-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-tom-modeldata-si-45939-v3-mkmlizer: ║     _____            __           __                                ║
chaiml-tom-modeldata-si-45939-v3-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-tom-modeldata-si-45939-v3-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-tom-modeldata-si-45939-v3-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-tom-modeldata-si-45939-v3-mkmlizer: ║       /___/                                                         ║
chaiml-tom-modeldata-si-45939-v3-mkmlizer: ║                                                                     ║
chaiml-tom-modeldata-si-45939-v3-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-tom-modeldata-si-45939-v3-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-tom-modeldata-si-45939-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-tom-modeldata-si-45939-v3-mkmlizer: ║                                                                     ║
chaiml-tom-modeldata-si-45939-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-tom-modeldata-si-45939-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-tom-modeldata-si-45939-v3-mkmlizer: ║                                                                     ║
chaiml-tom-modeldata-si-45939-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-tom-modeldata-si-45939-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-tom-modeldata-si-45939-v3-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-tom-modeldata-si-45939-v3-mkmlizer: ║                                                                     ║
chaiml-tom-modeldata-si-45939-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-tom-modeldata-si-45939-v3-mkmlizer: Downloaded to shared memory in 95.436s
chaiml-tom-modeldata-si-45939-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp2dizkulh, device:0
chaiml-tom-modeldata-si-45939-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-tom-modeldata-si-45939-v3-mkmlizer: quantized model in 52.135s
chaiml-tom-modeldata-si-45939-v3-mkmlizer: Processed model ChaiML/tom-modeldata-simpo-exp3-fix in 147.571s
chaiml-tom-modeldata-si-45939-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-tom-modeldata-si-45939-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-tom-modeldata-si-45939-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-tom-modeldata-si-45939-v3
chaiml-tom-modeldata-si-45939-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-tom-modeldata-si-45939-v3/config.json
chaiml-tom-modeldata-si-45939-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-tom-modeldata-si-45939-v3/special_tokens_map.json
chaiml-tom-modeldata-si-45939-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-tom-modeldata-si-45939-v3/tokenizer_config.json
chaiml-tom-modeldata-si-45939-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-tom-modeldata-si-45939-v3/tokenizer.json
chaiml-tom-modeldata-si-45939-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-tom-modeldata-si-45939-v3/flywheel_model.1.safetensors
chaiml-tom-modeldata-si-45939-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-tom-modeldata-si-45939-v3/flywheel_model.0.safetensors
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Job chaiml-tom-modeldata-si-45939-v3-mkmlizer completed after 175.95s with status: succeeded
Stopping job with name chaiml-tom-modeldata-si-45939-v3-mkmlizer
Pipeline stage MKMLizer completed in 176.39s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-tom-modeldata-si-45939-v3
Waiting for inference service chaiml-tom-modeldata-si-45939-v3 to be ready
Inference service chaiml-tom-modeldata-si-45939-v3 ready after 110.363361120224s
Pipeline stage MKMLDeployer completed in 110.86s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.3262274265289307s
Received healthy response to inference request in 2.432471990585327s
Received healthy response to inference request in 2.3371293544769287s
Received healthy response to inference request in 2.596369981765747s
Received healthy response to inference request in 2.2102081775665283s
5 requests
0 failed requests
5th percentile: 1.5030235767364502
10th percentile: 1.6798197269439696
20th percentile: 2.0334120273590086
30th percentile: 2.235592412948608
40th percentile: 2.2863608837127685
50th percentile: 2.3371293544769287
60th percentile: 2.375266408920288
70th percentile: 2.4134034633636476
80th percentile: 2.465251588821411
90th percentile: 2.5308107852935793
95th percentile: 2.563590383529663
99th percentile: 2.5898140621185304
mean time: 2.1804813861846926
Pipeline stage StressChecker completed in 12.12s
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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 0.87s
Shutdown handler de-registered
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Pipeline stage MKMLProfilerTemplater completed in 0.09s
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Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-tom-modeldata-si-45939-v3-profiler
Waiting for inference service chaiml-tom-modeldata-si-45939-v3-profiler to be ready
Inference service chaiml-tom-modeldata-si-45939-v3-profiler ready after 110.4008059501648s
Pipeline stage MKMLProfilerDeployer completed in 110.80s
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Running pipeline stage MKMLProfilerRunner
kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-tom-modeldata257720f6f2f27e988f7d89084c84848a-deplogwjr9:/code/chaiverse_profiler_1744333534 --namespace tenant-chaiml-guanaco
kubectl exec -it chaiml-tom-modeldata257720f6f2f27e988f7d89084c84848a-deplogwjr9 --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1744333534 && python profiles.py profile --best_of_n 8 --auto_batch 5 --batches 1,5,10,15,20,25,30,35,40,45,50,55,60,65,70,75,80,85,90,95,100,105,110,115,120,125,130,135,140,145,150,155,160,165,170,175,180,185,190,195 --samples 200 --input_tokens 1024 --output_tokens 64 --summary /code/chaiverse_profiler_1744333534/summary.json'
kubectl exec -it chaiml-tom-modeldata257720f6f2f27e988f7d89084c84848a-deplogwjr9 --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1744333534/summary.json'
Pipeline stage MKMLProfilerRunner completed in 1607.30s
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Running pipeline stage MKMLProfilerDeleter
Checking if service chaiml-tom-modeldata-si-45939-v3-profiler is running
Tearing down inference service chaiml-tom-modeldata-si-45939-v3-profiler
Service chaiml-tom-modeldata-si-45939-v3-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 1.47s
Shutdown handler de-registered
chaiml-tom-modeldata-si_45939_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-tom-modeldata-si_45939_v3 status is now torndown due to DeploymentManager action