developer_uid: NischayDnk
submission_id: chaiml-qwen25-32b-sftmo_55653_v1
model_name: chaiml-qwen25-32b-sftmo_55653_v1
model_group: ChaiML/qwen25-32b-sftmor
status: torndown
timestamp: 2025-05-13T20:50:12+00:00
num_battles: 9709
num_wins: 4956
celo_rating: 1283.4
family_friendly_score: 0.5711999999999999
family_friendly_standard_error: 0.006999007929699752
submission_type: basic
model_repo: ChaiML/qwen25-32b-sftmorelora-retryv2-top20k-maskprompt-2e
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': 0.3873296249600702, 'latency_mean': 2.581726384162903, 'latency_p50': 2.594767451286316, 'latency_p90': 2.8786208391189576}, {'batch_size': 3, 'throughput': 0.8745502357388957, 'latency_mean': 3.4077278316020965, 'latency_p50': 3.419059634208679, 'latency_p90': 3.8048784494400025}, {'batch_size': 5, 'throughput': 1.2033438806784362, 'latency_mean': 4.146637586355209, 'latency_p50': 4.157623291015625, 'latency_p90': 4.580155992507935}, {'batch_size': 6, 'throughput': 1.3131855345670833, 'latency_mean': 4.535572472810745, 'latency_p50': 4.559195876121521, 'latency_p90': 5.043654131889343}, {'batch_size': 8, 'throughput': 1.5010604882207912, 'latency_mean': 5.281764086484909, 'latency_p50': 5.30308985710144, 'latency_p90': 6.038395380973816}, {'batch_size': 10, 'throughput': 1.6231843742946672, 'latency_mean': 6.0651033496856686, 'latency_p50': 6.1245808601379395, 'latency_p90': 6.807820606231689}]
gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}
display_name: chaiml-qwen25-32b-sftmo_55653_v1
is_internal_developer: False
language_model: ChaiML/qwen25-32b-sftmorelora-retryv2-top20k-maskprompt-2e
model_size: 33B
ranking_group: single
throughput_3p7s: 1.02
us_pacific_date: 2025-05-13
win_ratio: 0.5104542177361211
generation_params: {'temperature': 0.45, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 40, 'presence_penalty': 0.35, 'frequency_penalty': 0.35, 'stopping_words': ['<|im_start|>', '\n', '<|im_end|>'], '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-qwen25-32b-sftmo-55653-v1-mkmlizer
Waiting for job on chaiml-qwen25-32b-sftmo-55653-v1-mkmlizer to finish
chaiml-qwen25-32b-sftmo-55653-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-qwen25-32b-sftmo-55653-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-qwen25-32b-sftmo-55653-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-qwen25-32b-sftmo-55653-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-qwen25-32b-sftmo-55653-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-qwen25-32b-sftmo-55653-v1-mkmlizer: ║       /___/                                                         ║
chaiml-qwen25-32b-sftmo-55653-v1-mkmlizer: ║                                                                     ║
chaiml-qwen25-32b-sftmo-55653-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-qwen25-32b-sftmo-55653-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-qwen25-32b-sftmo-55653-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-qwen25-32b-sftmo-55653-v1-mkmlizer: ║                                                                     ║
chaiml-qwen25-32b-sftmo-55653-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-qwen25-32b-sftmo-55653-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-qwen25-32b-sftmo-55653-v1-mkmlizer: ║                                                                     ║
chaiml-qwen25-32b-sftmo-55653-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-qwen25-32b-sftmo-55653-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-qwen25-32b-sftmo-55653-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-qwen25-32b-sftmo-55653-v1-mkmlizer: ║                                                                     ║
chaiml-qwen25-32b-sftmo-55653-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-qwen25-32b-sftmo-55653-v1-mkmlizer: Downloaded to shared memory in 147.413s
chaiml-qwen25-32b-sftmo-55653-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp8b5a1iy2, device:0
chaiml-qwen25-32b-sftmo-55653-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-qwen25-32b-sftmo-55653-v1-mkmlizer: quantized model in 63.458s
chaiml-qwen25-32b-sftmo-55653-v1-mkmlizer: Processed model ChaiML/qwen25-32b-sftmorelora-retryv2-top20k-maskprompt-2e in 210.872s
chaiml-qwen25-32b-sftmo-55653-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-qwen25-32b-sftmo-55653-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-qwen25-32b-sftmo-55653-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-qwen25-32b-sftmo-55653-v1
chaiml-qwen25-32b-sftmo-55653-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-qwen25-32b-sftmo-55653-v1/config.json
chaiml-qwen25-32b-sftmo-55653-v1-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-qwen25-32b-sftmo-55653-v1/added_tokens.json
chaiml-qwen25-32b-sftmo-55653-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-qwen25-32b-sftmo-55653-v1/special_tokens_map.json
chaiml-qwen25-32b-sftmo-55653-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-qwen25-32b-sftmo-55653-v1/tokenizer_config.json
chaiml-qwen25-32b-sftmo-55653-v1-mkmlizer: cp /dev/shm/model_cache/merges.txt s3://guanaco-mkml-models/chaiml-qwen25-32b-sftmo-55653-v1/merges.txt
chaiml-qwen25-32b-sftmo-55653-v1-mkmlizer: cp /dev/shm/model_cache/vocab.json s3://guanaco-mkml-models/chaiml-qwen25-32b-sftmo-55653-v1/vocab.json
chaiml-qwen25-32b-sftmo-55653-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-qwen25-32b-sftmo-55653-v1/tokenizer.json
chaiml-qwen25-32b-sftmo-55653-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/chaiml-qwen25-32b-sftmo-55653-v1/flywheel_model.2.safetensors
chaiml-qwen25-32b-sftmo-55653-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-qwen25-32b-sftmo-55653-v1/flywheel_model.0.safetensors
chaiml-qwen25-32b-sftmo-55653-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-qwen25-32b-sftmo-55653-v1/flywheel_model.1.safetensors
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Job chaiml-qwen25-32b-sftmo-55653-v1-mkmlizer completed after 249.29s with status: succeeded
Stopping job with name chaiml-qwen25-32b-sftmo-55653-v1-mkmlizer
Pipeline stage MKMLizer completed in 249.79s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-qwen25-32b-sftmo-55653-v1
Waiting for inference service chaiml-qwen25-32b-sftmo-55653-v1 to be ready
Inference service chaiml-qwen25-32b-sftmo-55653-v1 ready after 130.572096824646s
Pipeline stage MKMLDeployer completed in 131.09s
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Running pipeline stage StressChecker
Received healthy response to inference request in 3.0367085933685303s
Received healthy response to inference request in 2.882124423980713s
Received healthy response to inference request in 2.5356264114379883s
Received healthy response to inference request in 2.558478355407715s
Received healthy response to inference request in 2.7788290977478027s
5 requests
0 failed requests
5th percentile: 2.5401968002319335
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mean time: 2.7583533763885497
Pipeline stage StressChecker completed in 14.95s
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Pipeline stage OfflineFamilyFriendlyScorer completed in 2769.45s
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chaiml-qwen25-32b-sftmo_55653_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-qwen25-32b-sftmo_55653_v1 status is now torndown due to DeploymentManager action