developer_uid: NischayDnk
submission_id: chaiml-exp73-dpo-ftexp1_25679_v1
model_name: chaiml-exp73-dpo-ftexp1_25679_v1
model_group: ChaiML/exp73-dpo-ftexp13
status: torndown
timestamp: 2025-03-13T10:57:48+00:00
num_battles: 8528
num_wins: 4474
celo_rating: 1296.55
family_friendly_score: 0.5596
family_friendly_standard_error: 0.0070206529610856
submission_type: basic
model_repo: ChaiML/exp73-dpo-ftexp13sft-24B-ssdelfiltered5k-5e
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': 0.3675953548128067, 'latency_mean': 2.7202890610694883, 'latency_p50': 2.7185845375061035, 'latency_p90': 3.0064171075820925}, {'batch_size': 2, 'throughput': 0.5730571697733217, 'latency_mean': 3.482880024909973, 'latency_p50': 3.4841827154159546, 'latency_p90': 3.803261566162109}, {'batch_size': 3, 'throughput': 0.7244065900138846, 'latency_mean': 4.119761641025543, 'latency_p50': 4.122058153152466, 'latency_p90': 4.573282980918885}, {'batch_size': 4, 'throughput': 0.8469154991063503, 'latency_mean': 4.7005395925045015, 'latency_p50': 4.714549779891968, 'latency_p90': 5.239065313339234}, {'batch_size': 5, 'throughput': 0.9408783998311495, 'latency_mean': 5.288559353351593, 'latency_p50': 5.273726940155029, 'latency_p90': 5.860179424285889}]
gpu_counts: {'NVIDIA RTX A6000': 1}
display_name: chaiml-exp73-dpo-ftexp1_25679_v1
is_internal_developer: False
language_model: ChaiML/exp73-dpo-ftexp13sft-24B-ssdelfiltered5k-5e
model_size: 24B
ranking_group: single
throughput_3p7s: 0.63
us_pacific_date: 2025-03-13
win_ratio: 0.524624765478424
generation_params: {'temperature': 0.4, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.45, 'frequency_penalty': 0.45, 'stopping_words': ['###', '\n', 'You:', '</s>'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '[INST]<|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}:[/INST]', '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-exp73-dpo-ftexp1-25679-v1-mkmlizer
Waiting for job on chaiml-exp73-dpo-ftexp1-25679-v1-mkmlizer to finish
chaiml-exp73-dpo-ftexp1-25679-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-exp73-dpo-ftexp1-25679-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-exp73-dpo-ftexp1-25679-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-exp73-dpo-ftexp1-25679-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-exp73-dpo-ftexp1-25679-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-exp73-dpo-ftexp1-25679-v1-mkmlizer: ║       /___/                                                         ║
chaiml-exp73-dpo-ftexp1-25679-v1-mkmlizer: ║                                                                     ║
chaiml-exp73-dpo-ftexp1-25679-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-exp73-dpo-ftexp1-25679-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-exp73-dpo-ftexp1-25679-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-exp73-dpo-ftexp1-25679-v1-mkmlizer: ║                                                                     ║
chaiml-exp73-dpo-ftexp1-25679-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-exp73-dpo-ftexp1-25679-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-exp73-dpo-ftexp1-25679-v1-mkmlizer: ║                                                                     ║
chaiml-exp73-dpo-ftexp1-25679-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-exp73-dpo-ftexp1-25679-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-exp73-dpo-ftexp1-25679-v1-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-exp73-dpo-ftexp1-25679-v1-mkmlizer: ║                                                                     ║
chaiml-exp73-dpo-ftexp1-25679-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-exp73-dpo-ftexp1-25679-v1-mkmlizer: Downloaded to shared memory in 77.292s
chaiml-exp73-dpo-ftexp1-25679-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp4n93zxrf, device:0
chaiml-exp73-dpo-ftexp1-25679-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-exp73-dpo-ftexp1-25679-v1-mkmlizer: quantized model in 53.140s
chaiml-exp73-dpo-ftexp1-25679-v1-mkmlizer: Processed model ChaiML/exp73-dpo-ftexp13sft-24B-ssdelfiltered5k-5e in 130.433s
chaiml-exp73-dpo-ftexp1-25679-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-exp73-dpo-ftexp1-25679-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-exp73-dpo-ftexp1-25679-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-exp73-dpo-ftexp1-25679-v1
chaiml-exp73-dpo-ftexp1-25679-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-exp73-dpo-ftexp1-25679-v1/config.json
chaiml-exp73-dpo-ftexp1-25679-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-exp73-dpo-ftexp1-25679-v1/special_tokens_map.json
chaiml-exp73-dpo-ftexp1-25679-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-exp73-dpo-ftexp1-25679-v1/tokenizer_config.json
chaiml-exp73-dpo-ftexp1-25679-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-exp73-dpo-ftexp1-25679-v1/tokenizer.json
chaiml-exp73-dpo-ftexp1-25679-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-exp73-dpo-ftexp1-25679-v1/flywheel_model.1.safetensors
chaiml-exp73-dpo-ftexp1-25679-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-exp73-dpo-ftexp1-25679-v1/flywheel_model.0.safetensors
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Job chaiml-exp73-dpo-ftexp1-25679-v1-mkmlizer completed after 165.31s with status: succeeded
Stopping job with name chaiml-exp73-dpo-ftexp1-25679-v1-mkmlizer
Pipeline stage MKMLizer completed in 165.82s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-exp73-dpo-ftexp1-25679-v1
Waiting for inference service chaiml-exp73-dpo-ftexp1-25679-v1 to be ready
Inference service chaiml-exp73-dpo-ftexp1-25679-v1 ready after 100.3583436012268s
Pipeline stage MKMLDeployer completed in 100.89s
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Running pipeline stage StressChecker
Received healthy response to inference request in 3.5255229473114014s
Received healthy response to inference request in 2.591186761856079s
Received healthy response to inference request in 2.9825046062469482s
Received healthy response to inference request in 3.003779888153076s
Received healthy response to inference request in 2.348482131958008s
5 requests
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5th percentile: 2.397023057937622
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20th percentile: 2.5426458358764648
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50th percentile: 2.9825046062469482
60th percentile: 2.9910147190093994
70th percentile: 2.9995248317718506
80th percentile: 3.1081284999847414
90th percentile: 3.3168257236480714
95th percentile: 3.421174335479736
99th percentile: 3.504653224945068
mean time: 2.8902952671051025
Pipeline stage StressChecker completed in 15.75s
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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 4753.42s
Shutdown handler de-registered
chaiml-exp73-dpo-ftexp1_25679_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-exp73-dpo-ftexp1_25679_v1 status is now torndown due to DeploymentManager action