chaiml-rm-llama3-8b-exp_59491

developer_uid: NischayDnk
submission_id: chaiml-rm-llama3-8b-exp_59491_v2
model_name: chaiml-rm-llama3-8b-exp_59491_v2
model_group: ChaiML/RM-llama3-8b-exp5
status: torndown
timestamp: 2025-03-25T23:00:58+00:00
num_battles: 8014
num_wins: 3598
celo_rating: 1240.45
family_friendly_score: 0.5756
family_friendly_standard_error: 0.00698977310075227
submission_type: basic
model_repo: ChaiML/RM-llama3-8b-exp5-cls-bce-ss-seq512-ftbajem
model_architecture: LlamaForSequenceClassification
model_num_parameters: 8030261248.0
best_of: 8
max_input_tokens: 256
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.8974719177607272, 'latency_mean': 1.1141793382167817, 'latency_p50': 1.0723001956939697, 'latency_p90': 1.2063754558563233}, {'batch_size': 2, 'throughput': 0.893150819856167, 'latency_mean': 2.2357300615310667, 'latency_p50': 2.2536637783050537, 'latency_p90': 2.2885277032852174}, {'batch_size': 3, 'throughput': 0.8899589717804969, 'latency_mean': 3.3591195452213287, 'latency_p50': 3.3518893718719482, 'latency_p90': 3.47039475440979}, {'batch_size': 4, 'throughput': 0.8826809335615915, 'latency_mean': 4.506836023330688, 'latency_p50': 4.521052002906799, 'latency_p90': 4.672000670433045}, {'batch_size': 5, 'throughput': 0.8789930498431828, 'latency_mean': 5.644786423444748, 'latency_p50': 5.709063768386841, 'latency_p90': 5.8065201997756954}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-rm-llama3-8b-exp_59491_v2
is_internal_developer: False
language_model: ChaiML/RM-llama3-8b-exp5-cls-bce-ss-seq512-ftbajem
model_size: 8B
ranking_group: single
throughput_3p7s: 0.89
us_pacific_date: 2025-03-25
win_ratio: 0.4489643124532069
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': ['\n'], 'max_input_tokens': 256, '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-rm-llama3-8b-exp-59491-v2-mkmlizer
Waiting for job on chaiml-rm-llama3-8b-exp-59491-v2-mkmlizer to finish
chaiml-rm-llama3-8b-exp-59491-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-rm-llama3-8b-exp-59491-v2-mkmlizer: ║     _____            __           __                                ║
chaiml-rm-llama3-8b-exp-59491-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-rm-llama3-8b-exp-59491-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-rm-llama3-8b-exp-59491-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-rm-llama3-8b-exp-59491-v2-mkmlizer: ║       /___/                                                         ║
chaiml-rm-llama3-8b-exp-59491-v2-mkmlizer: ║                                                                     ║
chaiml-rm-llama3-8b-exp-59491-v2-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-rm-llama3-8b-exp-59491-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-rm-llama3-8b-exp-59491-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-rm-llama3-8b-exp-59491-v2-mkmlizer: ║                                                                     ║
chaiml-rm-llama3-8b-exp-59491-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-rm-llama3-8b-exp-59491-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-rm-llama3-8b-exp-59491-v2-mkmlizer: ║                                                                     ║
chaiml-rm-llama3-8b-exp-59491-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-rm-llama3-8b-exp-59491-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-rm-llama3-8b-exp-59491-v2-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-rm-llama3-8b-exp-59491-v2-mkmlizer: ║                                                                     ║
chaiml-rm-llama3-8b-exp-59491-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-rm-llama3-8b-exp-59491-v2-mkmlizer: Downloaded to shared memory in 30.483s
chaiml-rm-llama3-8b-exp-59491-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:t0, folder:/tmp/tmpufuqcb72, device:0
chaiml-rm-llama3-8b-exp-59491-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-rm-llama3-8b-exp-59491-v2-mkmlizer: quantized model in 85.303s
chaiml-rm-llama3-8b-exp-59491-v2-mkmlizer: Processed model ChaiML/RM-llama3-8b-exp5-cls-bce-ss-seq512-ftbajem in 115.787s
chaiml-rm-llama3-8b-exp-59491-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-rm-llama3-8b-exp-59491-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-rm-llama3-8b-exp-59491-v2
chaiml-rm-llama3-8b-exp-59491-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-rm-llama3-8b-exp-59491-v2/special_tokens_map.json
chaiml-rm-llama3-8b-exp-59491-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-rm-llama3-8b-exp-59491-v2/config.json
chaiml-rm-llama3-8b-exp-59491-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-rm-llama3-8b-exp-59491-v2/tokenizer_config.json
chaiml-rm-llama3-8b-exp-59491-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-rm-llama3-8b-exp-59491-v2/tokenizer.json
chaiml-rm-llama3-8b-exp-59491-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-rm-llama3-8b-exp-59491-v2/flywheel_model.0.safetensors
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Job chaiml-rm-llama3-8b-exp-59491-v2-mkmlizer completed after 145.1s with status: succeeded
Stopping job with name chaiml-rm-llama3-8b-exp-59491-v2-mkmlizer
Pipeline stage MKMLizer completed in 145.57s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-rm-llama3-8b-exp-59491-v2
Waiting for inference service chaiml-rm-llama3-8b-exp-59491-v2 to be ready
Inference service chaiml-rm-llama3-8b-exp-59491-v2 ready after 100.4926552772522s
Pipeline stage MKMLDeployer completed in 100.99s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.1752610206604004s
Received healthy response to inference request in 3.1181702613830566s
Received healthy response to inference request in 3.1091816425323486s
Received healthy response to inference request in 4.139563083648682s
Received healthy response to inference request in 2.847289800643921s
5 requests
0 failed requests
5th percentile: 2.8996681690216066
10th percentile: 2.952046537399292
20th percentile: 3.056803274154663
30th percentile: 3.11097936630249
40th percentile: 3.1145748138427733
50th percentile: 3.1181702613830566
60th percentile: 3.1410065650939942
70th percentile: 3.163842868804932
80th percentile: 3.368121433258057
90th percentile: 3.753842258453369
95th percentile: 3.946702671051025
99th percentile: 4.100991001129151
mean time: 3.2778931617736817
Pipeline stage StressChecker completed in 17.66s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.73s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 0.68s
Shutdown handler de-registered
chaiml-rm-llama3-8b-exp_59491_v2 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3368.49s
Shutdown handler de-registered
chaiml-rm-llama3-8b-exp_59491_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-rm-llama3-8b-exp_59491_v2 status is now torndown due to DeploymentManager action