chaiml-mn24b-v2preferwi_92495

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_92495_v3
model_name: chaiml-mn24b-v2preferwi_92495_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-24T18:38:19+00:00
num_battles: 5326
num_wins: 2690
celo_rating: 1272.53
family_friendly_score: 0.5409999999999999
family_friendly_standard_error: 0.007047254784666153
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune6
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': 0.5500507821117178, 'latency_mean': 1.8179144644737244, 'latency_p50': 1.8106712102890015, 'latency_p90': 2.0211098194122314}, {'batch_size': 3, 'throughput': 1.106547607273799, 'latency_mean': 2.7044337248802184, 'latency_p50': 2.7088619470596313, 'latency_p90': 2.965411639213562}, {'batch_size': 5, 'throughput': 1.402711632669988, 'latency_mean': 3.539996609687805, 'latency_p50': 3.547012209892273, 'latency_p90': 3.9481494665145873}, {'batch_size': 6, 'throughput': 1.5142531755715025, 'latency_mean': 3.9345003843307493, 'latency_p50': 3.9117283821105957, 'latency_p90': 4.439731168746948}, {'batch_size': 8, 'throughput': 1.6588925064942872, 'latency_mean': 4.785774594545364, 'latency_p50': 4.768362641334534, 'latency_p90': 5.484175825119018}, {'batch_size': 10, 'throughput': 1.7238117512315436, 'latency_mean': 5.739333643913269, 'latency_p50': 5.804658055305481, 'latency_p90': 6.497710752487182}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_92495_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.46
us_pacific_date: 2025-09-24
win_ratio: 0.5050694705219677
generation_params: {'temperature': 0.7, '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-v2preferwi-92495-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-92495-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-92495-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-92495-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-92495-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-92495-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-92495-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-92495-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-92495-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-92495-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-92495-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-92495-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-92495-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-92495-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-92495-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-92495-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-92495-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-92495-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-92495-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-92495-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-92495-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-92495-v3-mkmlizer: Downloaded to shared memory in 128.691s
chaiml-mn24b-v2preferwi-92495-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune6 already exists in ChaiML
chaiml-mn24b-v2preferwi-92495-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpq8uqx_3t, device:0
chaiml-mn24b-v2preferwi-92495-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-nitral-dpos1-bet_5231_v12: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-nitral-dpos1-bet_5231_v12/predict', '{"detail":"No connection available."}')
Failed to get response for submission chaiml-cogito32b-dpos2_39363_v15: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-cogito32b-dpos2_39363_v15/predict', '{"detail":"No connection available."}')
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', '')
Retrying (%r) after connection broken by '%r': %s
chaiml-mn24b-v2preferwi-92495-v3-mkmlizer: quantized model in 292.326s
chaiml-mn24b-v2preferwi-92495-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune6 in 421.018s
chaiml-mn24b-v2preferwi-92495-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-92495-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-92495-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92495-v3/nvidia
chaiml-mn24b-v2preferwi-92495-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92495-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-92495-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92495-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-92495-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92495-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-92495-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92495-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-92495-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92495-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-92495-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92495-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-92495-v3-mkmlizer completed after 461.28s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-92495-v3-mkmlizer
Pipeline stage MKMLizer completed in 461.80s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-92495-v3
Waiting for inference service chaiml-mn24b-v2preferwi-92495-v3 to be ready
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', '')
Inference service chaiml-mn24b-v2preferwi-92495-v3 ready after 50.303813219070435s
Pipeline stage MKMLDeployer completed in 51.21s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.0438284873962402s
Received healthy response to inference request in 1.715263843536377s
Received healthy response to inference request in 1.6612424850463867s
Received healthy response to inference request in 2.091642141342163s
Received healthy response to inference request in 1.8500173091888428s
5 requests
0 failed requests
5th percentile: 1.6720467567443849
10th percentile: 1.6828510284423828
20th percentile: 1.7044595718383788
30th percentile: 1.7422145366668702
40th percentile: 1.7961159229278565
50th percentile: 1.8500173091888428
60th percentile: 1.946667242050171
70th percentile: 2.043317174911499
80th percentile: 2.2820794105529787
90th percentile: 2.6629539489746095
95th percentile: 2.8533912181854246
99th percentile: 3.0057410335540773
mean time: 2.072398853302002
Pipeline stage StressChecker completed in 11.98s
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 0.63s
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 0.62s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_92495_v3 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-92495-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-92495-v3-profiler to be ready
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 2847.95s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_92495_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_92495_v3 status is now torndown due to DeploymentManager action