developer_uid: NischayDnk
submission_id: chaiml-qwen32b-sft-exp1_16150_v3
model_name: chaiml-qwen32b-sft-exp1_16150_v3
model_group: ChaiML/qwen32b-sft-exp1-
status: torndown
timestamp: 2025-04-14T03:18:55+00:00
num_battles: 8147
num_wins: 3193
celo_rating: 1206.24
family_friendly_score: 0.5811999999999999
family_friendly_standard_error: 0.006977199438170017
submission_type: basic
model_repo: ChaiML/qwen32b-sft-exp1-noff-datav1-mix8k
model_architecture: Qwen2ForCausalLM
model_num_parameters: 32763417600.0
best_of: 1
max_input_tokens: 512
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.30141961720345906, 'latency_mean': 3.317527838945389, 'latency_p50': 3.304973006248474, 'latency_p90': 3.7205163717269896}, {'batch_size': 3, 'throughput': 0.7123726296726918, 'latency_mean': 4.196916482448578, 'latency_p50': 4.216786742210388, 'latency_p90': 4.685329699516297}, {'batch_size': 5, 'throughput': 1.0368043707119796, 'latency_mean': 4.797156586647033, 'latency_p50': 4.7782286405563354, 'latency_p90': 5.286436533927917}, {'batch_size': 6, 'throughput': 1.173934968436621, 'latency_mean': 5.06404153585434, 'latency_p50': 5.072638034820557, 'latency_p90': 5.682856488227844}, {'batch_size': 10, 'throughput': 1.5711559757173754, 'latency_mean': 6.293552052974701, 'latency_p50': 6.260523557662964, 'latency_p90': 7.088327693939209}]
gpu_counts: {'NVIDIA RTX A6000': 1}
display_name: chaiml-qwen32b-sft-exp1_16150_v3
is_internal_developer: False
language_model: ChaiML/qwen32b-sft-exp1-noff-datav1-mix8k
model_size: 33B
ranking_group: single
throughput_3p7s: 0.51
us_pacific_date: 2025-04-13
win_ratio: 0.39192340738922304
generation_params: {'temperature': 0.5, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 60, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['\n', '<|im_end|>'], 'max_input_tokens': 512, 'best_of': 1, 'max_output_tokens': 64}
formatter: {'memory_template': '<|system|>{memory}\n', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{message}<|im_end|>\n', 'user_template': '', '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
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Running pipeline stage MKMLizer
Starting job with name chaiml-qwen32b-sft-exp1-16150-v3-mkmlizer
Waiting for job on chaiml-qwen32b-sft-exp1-16150-v3-mkmlizer to finish
chaiml-qwen32b-sft-exp1-16150-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-qwen32b-sft-exp1-16150-v3-mkmlizer: ║     _____            __           __                                ║
chaiml-qwen32b-sft-exp1-16150-v3-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-qwen32b-sft-exp1-16150-v3-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-qwen32b-sft-exp1-16150-v3-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-qwen32b-sft-exp1-16150-v3-mkmlizer: ║       /___/                                                         ║
chaiml-qwen32b-sft-exp1-16150-v3-mkmlizer: ║                                                                     ║
chaiml-qwen32b-sft-exp1-16150-v3-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-qwen32b-sft-exp1-16150-v3-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-qwen32b-sft-exp1-16150-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-qwen32b-sft-exp1-16150-v3-mkmlizer: ║                                                                     ║
chaiml-qwen32b-sft-exp1-16150-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-qwen32b-sft-exp1-16150-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-qwen32b-sft-exp1-16150-v3-mkmlizer: ║                                                                     ║
chaiml-qwen32b-sft-exp1-16150-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-qwen32b-sft-exp1-16150-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-qwen32b-sft-exp1-16150-v3-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-qwen32b-sft-exp1-16150-v3-mkmlizer: ║                                                                     ║
chaiml-qwen32b-sft-exp1-16150-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-qwen32b-sft-exp1-16150-v3-mkmlizer: Downloaded to shared memory in 92.239s
chaiml-qwen32b-sft-exp1-16150-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp6ghbujih, device:0
chaiml-qwen32b-sft-exp1-16150-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-qwen32b-sft-exp1-16150-v3-mkmlizer: quantized model in 63.668s
chaiml-qwen32b-sft-exp1-16150-v3-mkmlizer: Processed model ChaiML/qwen32b-sft-exp1-noff-datav1-mix8k in 155.908s
chaiml-qwen32b-sft-exp1-16150-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-qwen32b-sft-exp1-16150-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-qwen32b-sft-exp1-16150-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-qwen32b-sft-exp1-16150-v3
chaiml-qwen32b-sft-exp1-16150-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-qwen32b-sft-exp1-16150-v3/config.json
chaiml-qwen32b-sft-exp1-16150-v3-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-qwen32b-sft-exp1-16150-v3/added_tokens.json
chaiml-qwen32b-sft-exp1-16150-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-qwen32b-sft-exp1-16150-v3/special_tokens_map.json
chaiml-qwen32b-sft-exp1-16150-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-qwen32b-sft-exp1-16150-v3/tokenizer_config.json
chaiml-qwen32b-sft-exp1-16150-v3-mkmlizer: cp /dev/shm/model_cache/merges.txt s3://guanaco-mkml-models/chaiml-qwen32b-sft-exp1-16150-v3/merges.txt
chaiml-qwen32b-sft-exp1-16150-v3-mkmlizer: cp /dev/shm/model_cache/vocab.json s3://guanaco-mkml-models/chaiml-qwen32b-sft-exp1-16150-v3/vocab.json
chaiml-qwen32b-sft-exp1-16150-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-qwen32b-sft-exp1-16150-v3/tokenizer.json
chaiml-qwen32b-sft-exp1-16150-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/chaiml-qwen32b-sft-exp1-16150-v3/flywheel_model.2.safetensors
chaiml-qwen32b-sft-exp1-16150-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-qwen32b-sft-exp1-16150-v3/flywheel_model.1.safetensors
chaiml-qwen32b-sft-exp1-16150-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-qwen32b-sft-exp1-16150-v3/flywheel_model.0.safetensors
Job chaiml-qwen32b-sft-exp1-16150-v3-mkmlizer completed after 198.37s with status: succeeded
Stopping job with name chaiml-qwen32b-sft-exp1-16150-v3-mkmlizer
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Inference service chaiml-qwen32b-sft-exp1-16150-v3 ready after 120.75542426109314s
Pipeline stage MKMLDeployer completed in 121.26s
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5th percentile: 3.0460461139678956
10th percentile: 3.0470022678375246
20th percentile: 3.048914575576782
30th percentile: 3.0523743629455566
40th percentile: 3.0573816299438477
50th percentile: 3.0623888969421387
60th percentile: 3.1290812492370605
70th percentile: 3.1957736015319824
80th percentile: 3.294241762161255
90th percentile: 3.4244857311248778
95th percentile: 3.4896077156066894
99th percentile: 3.541705303192139
mean time: 3.188239812850952
Pipeline stage StressChecker completed in 17.45s
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chaiml-qwen32b-sft-exp1_16150_v3 status is now torndown due to DeploymentManager action