chaiml-qwen-32b-sft-exp_38408

developer_uid: NischayDnk

submission_id: chaiml-qwen-32b-sft-exp_38408_v2

model_name: chaiml-qwen-32b-sft-exp_38408_v2

model_group: ChaiML/qwen-32b-sft-exp2

status: torndown

timestamp: 2025-04-26T08:41:43+00:00

num_battles: 8258

num_wins: 4060

celo_rating: 1283.1

family_friendly_score: 0.5828

family_friendly_standard_error: 0.006973437602789603

submission_type: basic

model_repo: ChaiML/qwen-32b-sft-exp2-retrysftdata-full

model_architecture: Qwen2ForCausalLM

model_num_parameters: 32763417600.0

best_of: 5

max_input_tokens: 768

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.3917637181239712, 'latency_mean': 2.5524932515621184, 'latency_p50': 2.551472306251526, 'latency_p90': 2.849534511566162}, {'batch_size': 3, 'throughput': 0.8687802783208075, 'latency_mean': 3.4395107781887053, 'latency_p50': 3.4359869956970215, 'latency_p90': 3.763475275039673}, {'batch_size': 5, 'throughput': 1.2045061352008415, 'latency_mean': 4.114990798234939, 'latency_p50': 4.098485112190247, 'latency_p90': 4.636312651634216}, {'batch_size': 6, 'throughput': 1.297466565543789, 'latency_mean': 4.581764065027237, 'latency_p50': 4.587907075881958, 'latency_p90': 5.080571699142456}, {'batch_size': 8, 'throughput': 1.4824425448382599, 'latency_mean': 5.335195096731186, 'latency_p50': 5.366805911064148, 'latency_p90': 5.985359644889831}, {'batch_size': 10, 'throughput': 1.6191292782855768, 'latency_mean': 6.111967309713363, 'latency_p50': 6.062711119651794, 'latency_p90': 6.982425570487976}]

gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}

display_name: chaiml-qwen-32b-sft-exp_38408_v2

is_internal_developer: False

language_model: ChaiML/qwen-32b-sft-exp2-retrysftdata-full

model_size: 33B

ranking_group: single

throughput_3p7s: 1.02

us_pacific_date: 2025-04-26

win_ratio: 0.4916444659723904

generation_params: {'temperature': 0.45, 'top_p': 0.92, 'min_p': 0.03, 'top_k': 40, 'presence_penalty': 0.35, 'frequency_penalty': 0.35, 'stopping_words': ['<|im_start|>', '<|im_end|>', '\n'], 'max_input_tokens': 768, 'best_of': 5, 'max_output_tokens': 64}

formatter: {'memory_template': '<|system|>Family Friendly{memory}\n', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{message}<|im_end|>\n', 'user_template': '<|im_start|>user\nYou:{message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n', '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-qwen-32b-sft-exp-38408-v2-mkmlizer
Waiting for job on chaiml-qwen-32b-sft-exp-38408-v2-mkmlizer to finish
chaiml-qwen-32b-sft-exp-38408-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-qwen-32b-sft-exp-38408-v2-mkmlizer: ║     _____            __           __                                ║
chaiml-qwen-32b-sft-exp-38408-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-qwen-32b-sft-exp-38408-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-qwen-32b-sft-exp-38408-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-qwen-32b-sft-exp-38408-v2-mkmlizer: ║       /___/                                                         ║
chaiml-qwen-32b-sft-exp-38408-v2-mkmlizer: ║                                                                     ║
chaiml-qwen-32b-sft-exp-38408-v2-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-qwen-32b-sft-exp-38408-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-qwen-32b-sft-exp-38408-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-qwen-32b-sft-exp-38408-v2-mkmlizer: ║                                                                     ║
chaiml-qwen-32b-sft-exp-38408-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-qwen-32b-sft-exp-38408-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-qwen-32b-sft-exp-38408-v2-mkmlizer: ║                                                                     ║
chaiml-qwen-32b-sft-exp-38408-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-qwen-32b-sft-exp-38408-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-qwen-32b-sft-exp-38408-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-qwen-32b-sft-exp-38408-v2-mkmlizer: ║                                                                     ║
chaiml-qwen-32b-sft-exp-38408-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-qwen-32b-sft-exp-38408-v2-mkmlizer: Downloaded to shared memory in 85.049s
chaiml-qwen-32b-sft-exp-38408-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpxe41ulte, device:0
chaiml-qwen-32b-sft-exp-38408-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-qwen-32b-sft-exp-38408-v2-mkmlizer: quantized model in 64.086s
chaiml-qwen-32b-sft-exp-38408-v2-mkmlizer: Processed model ChaiML/qwen-32b-sft-exp2-retrysftdata-full in 149.136s
chaiml-qwen-32b-sft-exp-38408-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-qwen-32b-sft-exp-38408-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-qwen-32b-sft-exp-38408-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-qwen-32b-sft-exp-38408-v2
chaiml-qwen-32b-sft-exp-38408-v2-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-qwen-32b-sft-exp-38408-v2/added_tokens.json
chaiml-qwen-32b-sft-exp-38408-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-qwen-32b-sft-exp-38408-v2/config.json
chaiml-qwen-32b-sft-exp-38408-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-qwen-32b-sft-exp-38408-v2/special_tokens_map.json
chaiml-qwen-32b-sft-exp-38408-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-qwen-32b-sft-exp-38408-v2/tokenizer_config.json
chaiml-qwen-32b-sft-exp-38408-v2-mkmlizer: cp /dev/shm/model_cache/merges.txt s3://guanaco-mkml-models/chaiml-qwen-32b-sft-exp-38408-v2/merges.txt
chaiml-qwen-32b-sft-exp-38408-v2-mkmlizer: cp /dev/shm/model_cache/vocab.json s3://guanaco-mkml-models/chaiml-qwen-32b-sft-exp-38408-v2/vocab.json
chaiml-qwen-32b-sft-exp-38408-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-qwen-32b-sft-exp-38408-v2/tokenizer.json
chaiml-qwen-32b-sft-exp-38408-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/chaiml-qwen-32b-sft-exp-38408-v2/flywheel_model.2.safetensors
chaiml-qwen-32b-sft-exp-38408-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-qwen-32b-sft-exp-38408-v2/flywheel_model.1.safetensors
chaiml-qwen-32b-sft-exp-38408-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-qwen-32b-sft-exp-38408-v2/flywheel_model.0.safetensors
chaiml-qwen-32b-sft-exp-38408-v2-mkmlizer: 
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Job chaiml-qwen-32b-sft-exp-38408-v2-mkmlizer completed after 186.79s with status: succeeded
Stopping job with name chaiml-qwen-32b-sft-exp-38408-v2-mkmlizer
Pipeline stage MKMLizer completed in 187.30s
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Creating inference service chaiml-qwen-32b-sft-exp-38408-v2
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Inference service chaiml-qwen-32b-sft-exp-38408-v2 ready after 140.8019666671753s
Pipeline stage MKMLDeployer completed in 141.47s
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Running pipeline stage StressChecker
Received healthy response to inference request in 3.423757553100586s
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5th percentile: 2.5692022323608397
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99th percentile: 3.39815260887146
mean time: 2.855100679397583
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