developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_30134_v4
model_name: chaiml-mn24b-v2preferwi_30134_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-24T18:40:54+00:00
num_battles: 5861
num_wins: 3071
celo_rating: 1285.04
family_friendly_score: 0.5532
family_friendly_standard_error: 0.0070309282459715084
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune7
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': 0.5494024244089534, 'latency_mean': 1.8200341284275054, 'latency_p50': 1.825839877128601, 'latency_p90': 2.027031660079956}, {'batch_size': 3, 'throughput': 1.1204500380002447, 'latency_mean': 2.671526314020157, 'latency_p50': 2.6638087034225464, 'latency_p90': 2.928570365905762}, {'batch_size': 5, 'throughput': 1.4315186718058672, 'latency_mean': 3.4752305817604063, 'latency_p50': 3.4957975149154663, 'latency_p90': 3.8532243967056274}, {'batch_size': 6, 'throughput': 1.5550908088299769, 'latency_mean': 3.829700344800949, 'latency_p50': 3.8303561210632324, 'latency_p90': 4.260879039764404}, {'batch_size': 8, 'throughput': 1.7164969116354818, 'latency_mean': 4.636160817146301, 'latency_p50': 4.587453007698059, 'latency_p90': 5.231981325149536}, {'batch_size': 10, 'throughput': 1.8105959107370118, 'latency_mean': 5.491871110200882, 'latency_p50': 5.49132239818573, 'latency_p90': 6.348832821846008}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_30134_v4
ineligible_reason: num_battles<10000
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune7
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-24
win_ratio: 0.5239720184268896
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-30134-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-30134-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-30134-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-30134-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-30134-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-30134-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-30134-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-30134-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-30134-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-30134-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-30134-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-30134-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-30134-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-30134-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-30134-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-30134-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-30134-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-30134-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-30134-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-30134-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-30134-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-30134-v4-mkmlizer: Downloaded to shared memory in 112.892s
chaiml-mn24b-v2preferwi-30134-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune7 already exists in ChaiML
chaiml-mn24b-v2preferwi-30134-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpvftkpato, device:0
chaiml-mn24b-v2preferwi-30134-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-30134-v4-mkmlizer: quantized model in 288.038s
chaiml-mn24b-v2preferwi-30134-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune7 in 400.930s
chaiml-mn24b-v2preferwi-30134-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-30134-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-30134-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-30134-v4/nvidia
chaiml-mn24b-v2preferwi-30134-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-30134-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-30134-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-30134-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-30134-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-30134-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-30134-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-30134-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-30134-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-30134-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-30134-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-30134-v4/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-30134-v4-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-30134-v4-mkmlizer completed after 510.99s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-30134-v4-mkmlizer
Pipeline stage MKMLizer completed in 511.50s
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-30134-v4
Waiting for inference service chaiml-mn24b-v2preferwi-30134-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-30134-v4 ready after 60.7039155960083s
Pipeline stage MKMLDeployer completed in 61.15s
run pipeline stage %s
Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 2.3309712409973145s
Received healthy response to inference request in 1.7872934341430664s
Received healthy response to inference request in 1.9869887828826904s
Received healthy response to inference request in 2.128720760345459s
5 requests
1 failed requests
5th percentile: 1.8272325038909911
10th percentile: 1.867171573638916
20th percentile: 1.9470497131347657
30th percentile: 2.0153351783752442
40th percentile: 2.0720279693603514
50th percentile: 2.128720760345459
60th percentile: 2.209620952606201
70th percentile: 2.2905211448669434
80th percentile: 5.952394866943362
90th percentile: 13.195242118835452
95th percentile: 16.816665744781492
99th percentile: 19.71380464553833
mean time: 5.734412717819214
%s, retrying in %s seconds...
Received healthy response to inference request in 1.9248955249786377s
Received healthy response to inference request in 1.694256067276001s
Received healthy response to inference request in 1.7079293727874756s
Received healthy response to inference request in 1.642805576324463s
Received healthy response to inference request in 1.6617488861083984s
5 requests
0 failed requests
5th percentile: 1.64659423828125
10th percentile: 1.650382900238037
20th percentile: 1.6579602241516114
30th percentile: 1.668250322341919
40th percentile: 1.68125319480896
50th percentile: 1.694256067276001
60th percentile: 1.6997253894805908
70th percentile: 1.7051947116851807
80th percentile: 1.751322603225708
90th percentile: 1.838109064102173
95th percentile: 1.8815022945404052
99th percentile: 1.9162168788909912
mean time: 1.726327085494995
Pipeline stage StressChecker completed in 39.81s
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 0.89s
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 0.67s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_30134_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 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-30134-v4-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-30134-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 2836.32s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_30134_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_30134_v4 status is now torndown due to DeploymentManager action