developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_21976_v4
model_name: chaiml-mn24b-v2preferwi_21976_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-21T02:53:02+00:00
num_battles: 6433
num_wins: 3449
celo_rating: 1280.58
family_friendly_score: 0.5584
family_friendly_standard_error: 0.007022669577874214
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_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': 0.5481441602162416, 'latency_mean': 1.8242340910434722, 'latency_p50': 1.809894323348999, 'latency_p90': 2.0385092973709105}, {'batch_size': 3, 'throughput': 1.1201691047522937, 'latency_mean': 2.675046099424362, 'latency_p50': 2.6694759130477905, 'latency_p90': 2.927969789505005}, {'batch_size': 5, 'throughput': 1.4420664545382735, 'latency_mean': 3.4552621054649353, 'latency_p50': 3.4626134634017944, 'latency_p90': 3.931903338432312}, {'batch_size': 6, 'throughput': 1.5591121465680593, 'latency_mean': 3.819044406414032, 'latency_p50': 3.8145856857299805, 'latency_p90': 4.25479724407196}, {'batch_size': 8, 'throughput': 1.7169964269515685, 'latency_mean': 4.622696530818939, 'latency_p50': 4.676786184310913, 'latency_p90': 5.249098205566407}, {'batch_size': 10, 'throughput': 1.8047570597745979, 'latency_mean': 5.490943976640701, 'latency_p50': 5.5083993673324585, 'latency_p90': 6.237539672851563}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_21976_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.53
us_pacific_date: 2025-09-20
win_ratio: 0.5361417690035754
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-v2preferwi-21976-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-21976-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-21976-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-21976-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-21976-v4-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-21976-v4-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-21976-v4-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-21976-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-21976-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-21976-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-21976-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-21976-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-21976-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-21976-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-21976-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-21976-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-21976-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-21976-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-21976-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-21976-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-21976-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-21976-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-21976-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-21976-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-21976-v4-mkmlizer: Downloaded to shared memory in 61.877s
chaiml-mn24b-v2preferwi-21976-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune6 already exists in ChaiML
chaiml-mn24b-v2preferwi-21976-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpq4w98ccz, device:0
chaiml-mn24b-v2preferwi-21976-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-v2preferwi-21976-v4-mkmlizer: quantized model in 284.815s
chaiml-mn24b-v2preferwi-21976-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune6 in 346.693s
chaiml-mn24b-v2preferwi-21976-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-21976-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-21976-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21976-v4/nvidia
chaiml-mn24b-v2preferwi-21976-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21976-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-21976-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21976-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-21976-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21976-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-21976-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21976-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-21976-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21976-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-21976-v4-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-21976-v4-mkmlizer completed after 438.11s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-21976-v4-mkmlizer
Pipeline stage MKMLizer completed in 438.60s
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-21976-v4
Waiting for inference service chaiml-mn24b-v2preferwi-21976-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-21976-v4 ready after 60.268275022506714s
Pipeline stage MKMLDeployer completed in 60.68s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.6431162357330322s
Received healthy response to inference request in 1.6802635192871094s
Received healthy response to inference request in 1.7131335735321045s
Received healthy response to inference request in 1.6384849548339844s
Received healthy response to inference request in 1.6626954078674316s
5 requests
0 failed requests
5th percentile: 1.639411211013794
10th percentile: 1.6403374671936035
20th percentile: 1.6421899795532227
30th percentile: 1.6470320701599122
40th percentile: 1.6548637390136718
50th percentile: 1.6626954078674316
60th percentile: 1.6697226524353028
70th percentile: 1.6767498970031738
80th percentile: 1.6868375301361085
90th percentile: 1.6999855518341065
95th percentile: 1.7065595626831054
99th percentile: 1.7118187713623048
mean time: 1.6675387382507325
Pipeline stage StressChecker completed in 9.75s
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 0.62s
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 0.93s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_21976_v4 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 0.10s
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-21976-v4-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-21976-v4-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 2516.86s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_21976_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_21976_v4 status is now torndown due to DeploymentManager action