chaiml-mn24b-v2preferwi_52388

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_52388_v3
model_name: chaiml-mn24b-v2preferwi_52388_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-25T10:24:21+00:00
num_battles: 5781
num_wins: 2846
celo_rating: 1281.5
family_friendly_score: 0.5372
family_friendly_standard_error: 0.007051470201312631
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_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': 0.5422642444109823, 'latency_mean': 1.843995409011841, 'latency_p50': 1.8583577871322632, 'latency_p90': 2.0238335847854616}, {'batch_size': 3, 'throughput': 1.1050832495254046, 'latency_mean': 2.7083646976947784, 'latency_p50': 2.712141513824463, 'latency_p90': 2.9715977907180786}, {'batch_size': 5, 'throughput': 1.4170073428734935, 'latency_mean': 3.511011598110199, 'latency_p50': 3.4970107078552246, 'latency_p90': 4.022964715957642}, {'batch_size': 6, 'throughput': 1.5192459524044564, 'latency_mean': 3.913789564371109, 'latency_p50': 3.905911922454834, 'latency_p90': 4.464322924613953}, {'batch_size': 8, 'throughput': 1.653418064092124, 'latency_mean': 4.802409443855286, 'latency_p50': 4.759646654129028, 'latency_p90': 5.44259672164917}, {'batch_size': 10, 'throughput': 1.730855699032662, 'latency_mean': 5.725852636098861, 'latency_p50': 5.768791675567627, 'latency_p90': 6.55025131702423}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_52388_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune4
model_size: 24B
ranking_group: single
throughput_3p7s: 1.48
us_pacific_date: 2025-09-25
win_ratio: 0.492302369832209
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-52388-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-52388-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-52388-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-52388-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-52388-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-52388-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
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chaiml-mn24b-v2preferwi-52388-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-52388-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52388-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-52388-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-52388-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-52388-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-52388-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52388-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-52388-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-52388-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52388-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-52388-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-52388-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-52388-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52388-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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-v2preferwi-52388-v3-mkmlizer: Downloaded to shared memory in 58.506s
chaiml-mn24b-v2preferwi-52388-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune4 already exists in ChaiML
chaiml-mn24b-v2preferwi-52388-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp5psn6v8d, device:0
chaiml-mn24b-v2preferwi-52388-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-52388-v3-mkmlizer: quantized model in 283.100s
chaiml-mn24b-v2preferwi-52388-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune4 in 341.606s
chaiml-mn24b-v2preferwi-52388-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-52388-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-52388-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52388-v3/nvidia
chaiml-mn24b-v2preferwi-52388-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52388-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-52388-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52388-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-52388-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52388-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-52388-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52388-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-52388-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52388-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-52388-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52388-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-52388-v3-mkmlizer completed after 428.41s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-52388-v3-mkmlizer
Pipeline stage MKMLizer completed in 428.86s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.55s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-52388-v3
Waiting for inference service chaiml-mn24b-v2preferwi-52388-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-52388-v3 ready after 50.256935358047485s
Pipeline stage MKMLDeployer completed in 50.69s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2140753269195557s
Received healthy response to inference request in 1.7116804122924805s
Received healthy response to inference request in 1.4970886707305908s
Received healthy response to inference request in 1.7299408912658691s
Received healthy response to inference request in 1.6100244522094727s
5 requests
0 failed requests
5th percentile: 1.5196758270263673
10th percentile: 1.5422629833221435
20th percentile: 1.5874372959136962
30th percentile: 1.6303556442260743
40th percentile: 1.6710180282592773
50th percentile: 1.7116804122924805
60th percentile: 1.718984603881836
70th percentile: 1.7262887954711914
80th percentile: 1.8267677783966065
90th percentile: 2.020421552658081
95th percentile: 2.1172484397888183
99th percentile: 2.1947099494934084
mean time: 1.7525619506835937
Pipeline stage StressChecker completed in 10.01s
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 0.66s
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 0.69s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_52388_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 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-52388-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-52388-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 2911.03s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_52388_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_52388_v3 status is now torndown due to DeploymentManager action