developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_77813_v5
model_name: chaiml-mn24b-v2preferwi_77813_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-20T23:28:08+00:00
num_battles: 6136
num_wins: 3106
celo_rating: 1267.8
family_friendly_score: 0.5893999999999999
family_friendly_standard_error: 0.006957120668782452
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune2
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': 0.5455123375018859, 'latency_mean': 1.8330176377296448, 'latency_p50': 1.8337430953979492, 'latency_p90': 2.0073543787002563}, {'batch_size': 3, 'throughput': 1.1041772847013873, 'latency_mean': 2.70213116645813, 'latency_p50': 2.723681092262268, 'latency_p90': 2.9547369003295896}, {'batch_size': 5, 'throughput': 1.4363660482525933, 'latency_mean': 3.456269392967224, 'latency_p50': 3.4525907039642334, 'latency_p90': 3.882120418548584}, {'batch_size': 6, 'throughput': 1.5304278852517623, 'latency_mean': 3.893275581598282, 'latency_p50': 3.895166516304016, 'latency_p90': 4.4429124116897585}, {'batch_size': 8, 'throughput': 1.6885256754359446, 'latency_mean': 4.7070668971538545, 'latency_p50': 4.675478219985962, 'latency_p90': 5.376809120178223}, {'batch_size': 10, 'throughput': 1.7753801864704035, 'latency_mean': 5.59522169470787, 'latency_p50': 5.657357215881348, 'latency_p90': 6.421454882621765}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_77813_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-20
win_ratio: 0.5061929595827901
generation_params: {'temperature': 0.8, '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-77813-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-77813-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-77813-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-77813-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-77813-v5-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-77813-v5-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-77813-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-77813-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-77813-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-77813-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-77813-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-77813-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-77813-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-77813-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-77813-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-77813-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-77813-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-77813-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-77813-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-77813-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-77813-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-77813-v5-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-77813-v5-mkmlizer: Downloaded to shared memory in 114.515s
chaiml-mn24b-v2preferwi-77813-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-77813-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmphhprabdk, device:0
chaiml-mn24b-v2preferwi-77813-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-77813-v5-mkmlizer: quantized model in 288.731s
chaiml-mn24b-v2preferwi-77813-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune2 in 403.247s
chaiml-mn24b-v2preferwi-77813-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-77813-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-77813-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77813-v5/nvidia
chaiml-mn24b-v2preferwi-77813-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77813-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-77813-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77813-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-77813-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77813-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-77813-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77813-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-77813-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77813-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-77813-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77813-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-77813-v5-mkmlizer completed after 489.84s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-77813-v5-mkmlizer
Pipeline stage MKMLizer completed in 490.39s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-77813-v5
Waiting for inference service chaiml-mn24b-v2preferwi-77813-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-77813-v5 ready after 70.3287181854248s
Pipeline stage MKMLDeployer completed in 70.90s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.062575340270996s
Received healthy response to inference request in 1.1516575813293457s
Received healthy response to inference request in 1.4832606315612793s
Received healthy response to inference request in 1.7486915588378906s
Received healthy response to inference request in 1.9803245067596436s
5 requests
0 failed requests
5th percentile: 1.2179781913757324
10th percentile: 1.284298801422119
20th percentile: 1.4169400215148926
30th percentile: 1.5363468170166015
40th percentile: 1.642519187927246
50th percentile: 1.7486915588378906
60th percentile: 1.8413447380065917
70th percentile: 1.933997917175293
80th percentile: 1.996774673461914
90th percentile: 2.029675006866455
95th percentile: 2.0461251735687256
99th percentile: 2.059285306930542
mean time: 1.685301923751831
Pipeline stage StressChecker completed in 9.73s
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 0.64s
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 0.68s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_77813_v5 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-77813-v5-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-77813-v5-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 2443.64s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_77813_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_77813_v5 status is now torndown due to DeploymentManager action