rirv938-qwen-32-dpo-18k_51470

developer_uid: rirv938

submission_id: rirv938-qwen-32-dpo-18k_51470_v3

model_name: rirv938-qwen-32-dpo-18k_51470_v3

model_group: rirv938/qwen_32_dpo_18k_

status: torndown

timestamp: 2025-01-03T03:28:34+00:00

num_battles: 12380

num_wins: 6457

celo_rating: 1278.53

family_friendly_score: 0.591

family_friendly_standard_error: 0.006952970588173086

submission_type: basic

model_repo: rirv938/qwen_32_dpo_18k_90pct_pref_epoch_2

model_architecture: Qwen2ForCausalLM

model_num_parameters: 32763417600.0

best_of: 4

max_input_tokens: 768

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.27888852212305676, 'latency_mean': 3.585569317340851, 'latency_p50': 3.529594659805298, 'latency_p90': 4.038260054588318}, {'batch_size': 2, 'throughput': 0.4502145090349662, 'latency_mean': 4.438830510377884, 'latency_p50': 4.4526989459991455, 'latency_p90': 4.924444007873535}, {'batch_size': 3, 'throughput': 0.6023317412305922, 'latency_mean': 4.962223876714706, 'latency_p50': 4.956676363945007, 'latency_p90': 5.481359767913818}, {'batch_size': 4, 'throughput': 0.7206042552041855, 'latency_mean': 5.509922022819519, 'latency_p50': 5.513684988021851, 'latency_p90': 6.100247526168824}, {'batch_size': 5, 'throughput': 0.8188528855429709, 'latency_mean': 6.071042457818985, 'latency_p50': 6.05929160118103, 'latency_p90': 6.681114077568054}]

gpu_counts: {'NVIDIA RTX A6000': 1}

display_name: rirv938-qwen-32-dpo-18k_51470_v3

is_internal_developer: True

language_model: rirv938/qwen_32_dpo_18k_90pct_pref_epoch_2

model_size: 33B

ranking_group: single

throughput_3p7s: 0.31

us_pacific_date: 2025-01-02

win_ratio: 0.52156704361874

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', '<|eot_id|>', '<|end_of_text|>', 'You:'], 'max_input_tokens': 768, 'best_of': 4, 'max_output_tokens': 64}

formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{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 rirv938-qwen-32-dpo-18k-51470-v3-mkmlizer
Waiting for job on rirv938-qwen-32-dpo-18k-51470-v3-mkmlizer to finish
rirv938-qwen-32-dpo-18k-51470-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
rirv938-qwen-32-dpo-18k-51470-v3-mkmlizer: ║     _____            __           __                                ║
rirv938-qwen-32-dpo-18k-51470-v3-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
rirv938-qwen-32-dpo-18k-51470-v3-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
rirv938-qwen-32-dpo-18k-51470-v3-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
rirv938-qwen-32-dpo-18k-51470-v3-mkmlizer: ║       /___/                                                         ║
rirv938-qwen-32-dpo-18k-51470-v3-mkmlizer: ║                                                                     ║
rirv938-qwen-32-dpo-18k-51470-v3-mkmlizer: ║  Version: 0.11.38                                                   ║
rirv938-qwen-32-dpo-18k-51470-v3-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
rirv938-qwen-32-dpo-18k-51470-v3-mkmlizer: ║  https://mk1.ai                                                     ║
rirv938-qwen-32-dpo-18k-51470-v3-mkmlizer: ║                                                                     ║
rirv938-qwen-32-dpo-18k-51470-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
rirv938-qwen-32-dpo-18k-51470-v3-mkmlizer: ║  belonging to:                                                      ║
rirv938-qwen-32-dpo-18k-51470-v3-mkmlizer: ║                                                                     ║
rirv938-qwen-32-dpo-18k-51470-v3-mkmlizer: ║  Chai Research Corp.                                                ║
rirv938-qwen-32-dpo-18k-51470-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
rirv938-qwen-32-dpo-18k-51470-v3-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
rirv938-qwen-32-dpo-18k-51470-v3-mkmlizer: ║                                                                     ║
rirv938-qwen-32-dpo-18k-51470-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s. Connection pool size: %s
rirv938-qwen-32-dpo-18k-51470-v3-mkmlizer: quantized model in 76.908s
rirv938-qwen-32-dpo-18k-51470-v3-mkmlizer: Processed model rirv938/qwen_32_dpo_18k_90pct_pref_epoch_2 in 360.636s
rirv938-qwen-32-dpo-18k-51470-v3-mkmlizer: creating bucket guanaco-mkml-models
rirv938-qwen-32-dpo-18k-51470-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
rirv938-qwen-32-dpo-18k-51470-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/rirv938-qwen-32-dpo-18k-51470-v3
rirv938-qwen-32-dpo-18k-51470-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/rirv938-qwen-32-dpo-18k-51470-v3/config.json
rirv938-qwen-32-dpo-18k-51470-v3-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/rirv938-qwen-32-dpo-18k-51470-v3/added_tokens.json
rirv938-qwen-32-dpo-18k-51470-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/rirv938-qwen-32-dpo-18k-51470-v3/special_tokens_map.json
rirv938-qwen-32-dpo-18k-51470-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/rirv938-qwen-32-dpo-18k-51470-v3/tokenizer_config.json
rirv938-qwen-32-dpo-18k-51470-v3-mkmlizer: cp /dev/shm/model_cache/vocab.json s3://guanaco-mkml-models/rirv938-qwen-32-dpo-18k-51470-v3/vocab.json
rirv938-qwen-32-dpo-18k-51470-v3-mkmlizer: cp /dev/shm/model_cache/merges.txt s3://guanaco-mkml-models/rirv938-qwen-32-dpo-18k-51470-v3/merges.txt
rirv938-qwen-32-dpo-18k-51470-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/rirv938-qwen-32-dpo-18k-51470-v3/tokenizer.json
rirv938-qwen-32-dpo-18k-51470-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/rirv938-qwen-32-dpo-18k-51470-v3/flywheel_model.2.safetensors
rirv938-qwen-32-dpo-18k-51470-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/rirv938-qwen-32-dpo-18k-51470-v3/flywheel_model.0.safetensors
rirv938-qwen-32-dpo-18k-51470-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/rirv938-qwen-32-dpo-18k-51470-v3/flywheel_model.1.safetensors
rirv938-qwen-32-dpo-18k-51470-v3-mkmlizer: 
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Job rirv938-qwen-32-dpo-18k-51470-v3-mkmlizer completed after 504.45s with status: succeeded
Stopping job with name rirv938-qwen-32-dpo-18k-51470-v3-mkmlizer
Pipeline stage MKMLizer completed in 504.96s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service rirv938-qwen-32-dpo-18k-51470-v3
Waiting for inference service rirv938-qwen-32-dpo-18k-51470-v3 to be ready
Failed to get response for submission qwen-qwen2-5-32b_v9: HTTPConnectionPool(host='qwen-qwen2-5-32b-v9-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission qwen-qwen2-5-32b_v9: HTTPConnectionPool(host='qwen-qwen2-5-32b-v9-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission qwen-qwen2-5-32b_v9: HTTPConnectionPool(host='qwen-qwen2-5-32b-v9-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service rirv938-qwen-32-dpo-18k-51470-v3 ready after 321.0134391784668s
Pipeline stage MKMLDeployer completed in 321.66s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 4.120831489562988s
Failed to get response for submission qwen-qwen2-5-32b_v9: HTTPConnectionPool(host='qwen-qwen2-5-32b-v9-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Received healthy response to inference request in 3.261667013168335s
Received healthy response to inference request in 3.481471538543701s
Received healthy response to inference request in 3.6037838459014893s
Received healthy response to inference request in 3.1926920413970947s
5 requests
0 failed requests
5th percentile: 3.206487035751343
10th percentile: 3.220282030105591
20th percentile: 3.247872018814087
30th percentile: 3.3056279182434083
40th percentile: 3.3935497283935545
50th percentile: 3.481471538543701
60th percentile: 3.5303964614868164
70th percentile: 3.5793213844299316
80th percentile: 3.707193374633789
90th percentile: 3.9140124320983887
95th percentile: 4.0174219608306885
99th percentile: 4.1001495838165285
mean time: 3.532089185714722
Pipeline stage StressChecker completed in 19.06s
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 0.74s
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 0.65s
Shutdown handler de-registered
rirv938-qwen-32-dpo-18k_51470_v3 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.13s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service rirv938-qwen-32-dpo-18k-51470-v3-profiler
Waiting for inference service rirv938-qwen-32-dpo-18k-51470-v3-profiler to be ready
Shutdown handler registered
run pipeline %s
run pipeline stage %s
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 7593.19s
Shutdown handler de-registered
rirv938-qwen-32-dpo-18k_51470_v3 status is now inactive due to auto deactivation removed underperforming models
rirv938-qwen-32-dpo-18k_51470_v3 status is now torndown due to DeploymentManager action
rirv938-qwen-32-dpo-18k_51470_v3 status is now torndown due to DeploymentManager action
rirv938-qwen-32-dpo-18k_51470_v3 status is now torndown due to DeploymentManager action

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