developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwin2_230_v4
model_name: chaiml-mn24b-v2preferwin2_230_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T20:32:15+00:00
num_battles: 5387
num_wins: 2699
celo_rating: 1265.63
family_friendly_score: 0.5576
family_friendly_standard_error: 0.007023990888376778
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune4
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5503454563867607, 'latency_mean': 1.8169433617591857, 'latency_p50': 1.8210840225219727, 'latency_p90': 2.028784656524658}, {'batch_size': 3, 'throughput': 1.1109170472691072, 'latency_mean': 2.6855684435367584, 'latency_p50': 2.681970000267029, 'latency_p90': 2.937211751937866}, {'batch_size': 5, 'throughput': 1.4331678893845154, 'latency_mean': 3.465189105272293, 'latency_p50': 3.490382432937622, 'latency_p90': 3.917317533493042}, {'batch_size': 6, 'throughput': 1.5486436079085284, 'latency_mean': 3.84745729804039, 'latency_p50': 3.8345744609832764, 'latency_p90': 4.317124152183532}, {'batch_size': 8, 'throughput': 1.6881885343554803, 'latency_mean': 4.690466501712799, 'latency_p50': 4.723904013633728, 'latency_p90': 5.231716561317444}, {'batch_size': 10, 'throughput': 1.7783212547193274, 'latency_mean': 5.586868585348129, 'latency_p50': 5.531584739685059, 'latency_p90': 6.525663876533509}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwin2_230_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune4
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-18
win_ratio: 0.5010209764247262
generation_params: {'temperature': 0.75, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': True}
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-mn24b-v2preferwin2-230-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwin2-230-v4-mkmlizer to finish
chaiml-mn24b-v2preferwin2-230-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwin2-230-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin2-230-v4-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwin2-230-v4-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwin2-230-v4-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwin2-230-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwin2-230-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwin2-230-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwin2-230-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin2-230-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwin2-230-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwin2-230-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwin2-230-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwin2-230-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin2-230-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwin2-230-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwin2-230-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin2-230-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwin2-230-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwin2-230-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwin2-230-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin2-230-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwin2-230-v4-mkmlizer: Downloaded to shared memory in 53.184s
chaiml-mn24b-v2preferwin2-230-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_tune4 already exists in ChaiML
chaiml-mn24b-v2preferwin2-230-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmplolcgpdt, device:0
chaiml-mn24b-v2preferwin2-230-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-mn24b-v2preferwin2-230-v4-mkmlizer: quantized model in 287.934s
chaiml-mn24b-v2preferwin2-230-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_tune4 in 341.118s
chaiml-mn24b-v2preferwin2-230-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwin2-230-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwin2-230-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-230-v4/nvidia
chaiml-mn24b-v2preferwin2-230-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-230-v4/nvidia/config.json
chaiml-mn24b-v2preferwin2-230-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-230-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwin2-230-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-230-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwin2-230-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-230-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwin2-230-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-230-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwin2-230-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-230-v4/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwin2-230-v4-mkmlizer: 
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Job chaiml-mn24b-v2preferwin2-230-v4-mkmlizer completed after 430.6s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwin2-230-v4-mkmlizer
Pipeline stage MKMLizer completed in 431.17s
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 chaiml-mn24b-v2preferwin2-230-v4
Waiting for inference service chaiml-mn24b-v2preferwin2-230-v4 to be ready
Inference service chaiml-mn24b-v2preferwin2-230-v4 ready after 50.25147223472595s
Pipeline stage MKMLDeployer completed in 50.85s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 9.218512296676636s
Received healthy response to inference request in 2.134483575820923s
Received healthy response to inference request in 1.6255285739898682s
Received healthy response to inference request in 1.5432584285736084s
Received healthy response to inference request in 1.659250259399414s
5 requests
0 failed requests
5th percentile: 1.5597124576568604
10th percentile: 1.5761664867401124
20th percentile: 1.6090745449066162
30th percentile: 1.6322729110717773
40th percentile: 1.6457615852355958
50th percentile: 1.659250259399414
60th percentile: 1.8493435859680176
70th percentile: 2.039436912536621
80th percentile: 3.5512893199920668
90th percentile: 6.384900808334351
95th percentile: 7.801706552505491
99th percentile: 8.935151147842406
mean time: 3.23620662689209
Pipeline stage StressChecker completed in 17.72s
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 1.16s
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 0.72s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin2_230_v4 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
Pipeline stage OfflineFamilyFriendlyScorer completed in 2925.74s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin2_230_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwin2_230_v4 status is now torndown due to DeploymentManager action