developer_uid: rirv938
submission_id: rirv938-qwen-32-dpo-18k_48044_v2
model_name: rirv938-qwen-32-dpo-18k_48044_v2
model_group: rirv938/qwen_32_dpo_18k_
status: torndown
timestamp: 2025-01-03T03:28:32+00:00
num_battles: 13888
num_wins: 7089
celo_rating: 1272.11
family_friendly_score: 0.5920000000000001
family_friendly_standard_error: 0.006950338121271511
submission_type: basic
model_repo: rirv938/qwen_32_dpo_18k_90pct_pref
model_architecture: Qwen2ForCausalLM
model_num_parameters: 32763417600.0
best_of: 4
max_input_tokens: 768
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.2744095509030121, 'latency_mean': 3.6440951550006866, 'latency_p50': 3.657394051551819, 'latency_p90': 4.033707547187805}, {'batch_size': 2, 'throughput': 0.4509072120717048, 'latency_mean': 4.423580769300461, 'latency_p50': 4.447917342185974, 'latency_p90': 4.8823051929473875}, {'batch_size': 3, 'throughput': 0.6016000020378907, 'latency_mean': 4.95645787358284, 'latency_p50': 4.951128125190735, 'latency_p90': 5.463972854614258}, {'batch_size': 4, 'throughput': 0.7220114446752433, 'latency_mean': 5.497992343902588, 'latency_p50': 5.503815174102783, 'latency_p90': 6.065718269348144}, {'batch_size': 5, 'throughput': 0.8092794689680783, 'latency_mean': 6.117404993772507, 'latency_p50': 6.09665834903717, 'latency_p90': 6.926887798309326}]
gpu_counts: {'NVIDIA RTX A6000': 1}
display_name: rirv938-qwen-32-dpo-18k_48044_v2
is_internal_developer: True
language_model: rirv938/qwen_32_dpo_18k_90pct_pref
model_size: 33B
ranking_group: single
throughput_3p7s: 0.29
us_pacific_date: 2025-01-02
win_ratio: 0.510440668202765
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-48044-v2-mkmlizer
Waiting for job on rirv938-qwen-32-dpo-18k-48044-v2-mkmlizer to finish
Connection pool is full, discarding connection: %s. Connection pool size: %s
rirv938-qwen-32-dpo-18k-48044-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
rirv938-qwen-32-dpo-18k-48044-v2-mkmlizer: ║ _____ __ __ ║
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rirv938-qwen-32-dpo-18k-48044-v2-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
rirv938-qwen-32-dpo-18k-48044-v2-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
rirv938-qwen-32-dpo-18k-48044-v2-mkmlizer: ║ /___/ ║
rirv938-qwen-32-dpo-18k-48044-v2-mkmlizer: ║ ║
rirv938-qwen-32-dpo-18k-48044-v2-mkmlizer: ║ Version: 0.11.38 ║
rirv938-qwen-32-dpo-18k-48044-v2-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
rirv938-qwen-32-dpo-18k-48044-v2-mkmlizer: ║ https://mk1.ai ║
rirv938-qwen-32-dpo-18k-48044-v2-mkmlizer: ║ ║
rirv938-qwen-32-dpo-18k-48044-v2-mkmlizer: ║ The license key for the current software has been verified as ║
rirv938-qwen-32-dpo-18k-48044-v2-mkmlizer: ║ belonging to: ║
rirv938-qwen-32-dpo-18k-48044-v2-mkmlizer: ║ ║
rirv938-qwen-32-dpo-18k-48044-v2-mkmlizer: ║ Chai Research Corp. ║
rirv938-qwen-32-dpo-18k-48044-v2-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
rirv938-qwen-32-dpo-18k-48044-v2-mkmlizer: ║ Expiration: 2025-01-15 23:59:59 ║
rirv938-qwen-32-dpo-18k-48044-v2-mkmlizer: ║ ║
rirv938-qwen-32-dpo-18k-48044-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
rirv938-qwen-32-dpo-18k-48044-v2-mkmlizer: Downloaded to shared memory in 277.988s
rirv938-qwen-32-dpo-18k-48044-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpfe8ap6gh, device:0
rirv938-qwen-32-dpo-18k-48044-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
rirv938-qwen-32-dpo-18k-48044-v2-mkmlizer: quantized model in 78.042s
rirv938-qwen-32-dpo-18k-48044-v2-mkmlizer: Processed model rirv938/qwen_32_dpo_18k_90pct_pref in 356.031s
rirv938-qwen-32-dpo-18k-48044-v2-mkmlizer: creating bucket guanaco-mkml-models
rirv938-qwen-32-dpo-18k-48044-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
rirv938-qwen-32-dpo-18k-48044-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/rirv938-qwen-32-dpo-18k-48044-v2
rirv938-qwen-32-dpo-18k-48044-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/rirv938-qwen-32-dpo-18k-48044-v2/config.json
rirv938-qwen-32-dpo-18k-48044-v2-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/rirv938-qwen-32-dpo-18k-48044-v2/added_tokens.json
rirv938-qwen-32-dpo-18k-48044-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/rirv938-qwen-32-dpo-18k-48044-v2/tokenizer_config.json
rirv938-qwen-32-dpo-18k-48044-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/rirv938-qwen-32-dpo-18k-48044-v2/special_tokens_map.json
rirv938-qwen-32-dpo-18k-48044-v2-mkmlizer: cp /dev/shm/model_cache/merges.txt s3://guanaco-mkml-models/rirv938-qwen-32-dpo-18k-48044-v2/merges.txt
rirv938-qwen-32-dpo-18k-48044-v2-mkmlizer: cp /dev/shm/model_cache/vocab.json s3://guanaco-mkml-models/rirv938-qwen-32-dpo-18k-48044-v2/vocab.json
rirv938-qwen-32-dpo-18k-48044-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/rirv938-qwen-32-dpo-18k-48044-v2/tokenizer.json
rirv938-qwen-32-dpo-18k-48044-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/rirv938-qwen-32-dpo-18k-48044-v2/flywheel_model.2.safetensors
rirv938-qwen-32-dpo-18k-48044-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/rirv938-qwen-32-dpo-18k-48044-v2/flywheel_model.1.safetensors
rirv938-qwen-32-dpo-18k-48044-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/rirv938-qwen-32-dpo-18k-48044-v2/flywheel_model.0.safetensors
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Job rirv938-qwen-32-dpo-18k-48044-v2-mkmlizer completed after 494.37s with status: succeeded
Stopping job with name rirv938-qwen-32-dpo-18k-48044-v2-mkmlizer
Pipeline stage MKMLizer completed in 494.88s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.19s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service rirv938-qwen-32-dpo-18k-48044-v2
Waiting for inference service rirv938-qwen-32-dpo-18k-48044-v2 to be ready
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Inference service rirv938-qwen-32-dpo-18k-48044-v2 ready after 331.77724289894104s
Pipeline stage MKMLDeployer completed in 332.33s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.907994270324707s
Received healthy response to inference request in 3.192094326019287s
Received healthy response to inference request in 3.252423048019409s
Received healthy response to inference request in 3.311105251312256s
{"detail":"('http://chaiml-llama-8b-multihea-7878-v5-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:46368->127.0.0.1:8080: read: connection reset by peer\\n')"}
Received unhealthy response to inference request!
5 requests
1 failed requests
5th percentile: 3.2041600704193116
10th percentile: 3.216225814819336
20th percentile: 3.2403573036193847
30th percentile: 3.2641594886779783
40th percentile: 3.287632369995117
50th percentile: 3.311105251312256
60th percentile: 3.42183895111084
70th percentile: 3.5325726509094237
80th percentile: 3.651950454711914
90th percentile: 3.7799723625183104
95th percentile: 3.8439833164215087
99th percentile: 3.8951920795440675
mean time: 3.450311279296875
%s, retrying in %s seconds...
Received healthy response to inference request in 3.509659767150879s
Received healthy response to inference request in 3.651890993118286s
Received healthy response to inference request in 3.5793356895446777s
Received healthy response to inference request in 3.4534108638763428s
Received healthy response to inference request in 3.737156867980957s
5 requests
0 failed requests
5th percentile: 3.46466064453125
10th percentile: 3.4759104251861572
20th percentile: 3.4984099864959717
30th percentile: 3.5235949516296388
40th percentile: 3.551465320587158
50th percentile: 3.5793356895446777
60th percentile: 3.608357810974121
70th percentile: 3.6373799324035643
80th percentile: 3.66894416809082
90th percentile: 3.7030505180358886
95th percentile: 3.720103693008423
99th percentile: 3.73374623298645
mean time: 3.5862908363342285
Pipeline stage StressChecker completed in 37.95s
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 0.69s
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 0.66s
Shutdown handler de-registered
rirv938-qwen-32-dpo-18k_48044_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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 7300.06s
Shutdown handler de-registered
rirv938-qwen-32-dpo-18k_48044_v2 status is now inactive due to auto deactivation removed underperforming models
rirv938-qwen-32-dpo-18k_48044_v2 status is now torndown due to DeploymentManager action
rirv938-qwen-32-dpo-18k_48044_v2 status is now torndown due to DeploymentManager action
rirv938-qwen-32-dpo-18k_48044_v2 status is now torndown due to DeploymentManager action
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