developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_27038_v3
model_name: chaiml-mn24b-v2preferwi_27038_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T06:01:20+00:00
num_battles: 5365
num_wins: 2877
celo_rating: 1289.0
family_friendly_score: 0.5084
family_friendly_standard_error: 0.007070069872356284
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_prod_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': 0.5407054552840721, 'latency_mean': 1.84932856798172, 'latency_p50': 1.858259677886963, 'latency_p90': 2.0277283906936647}, {'batch_size': 3, 'throughput': 1.0925488686252174, 'latency_mean': 2.7403009498119353, 'latency_p50': 2.73684298992157, 'latency_p90': 2.987453484535217}, {'batch_size': 5, 'throughput': 1.403939785403709, 'latency_mean': 3.5443226313591003, 'latency_p50': 3.558669328689575, 'latency_p90': 4.006632518768311}, {'batch_size': 6, 'throughput': 1.5039195221995976, 'latency_mean': 3.969429671764374, 'latency_p50': 3.9612926244735718, 'latency_p90': 4.440690493583679}, {'batch_size': 8, 'throughput': 1.672009743849432, 'latency_mean': 4.749119645357132, 'latency_p50': 4.801624536514282, 'latency_p90': 5.416775846481324}, {'batch_size': 10, 'throughput': 1.729881670234526, 'latency_mean': 5.725040097236633, 'latency_p50': 5.758272647857666, 'latency_p90': 6.490191578865051}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_27038_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_prod_tune7
model_size: 24B
ranking_group: single
throughput_3p7s: 1.45
us_pacific_date: 2025-09-17
win_ratio: 0.5362534948741845
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-27038-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-27038-v3-mkmlizer to finish
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-27038-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-27038-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-27038-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-27038-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-27038-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-27038-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-27038-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-27038-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-27038-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-27038-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-27038-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-27038-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-27038-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-27038-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-27038-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-27038-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-27038-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-27038-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-27038-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-27038-v3-mkmlizer: Downloaded to shared memory in 51.320s
chaiml-mn24b-v2preferwi-27038-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_prod_tune7 already exists in ChaiML
chaiml-mn24b-v2preferwi-27038-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp_c_3h1r4, device:0
chaiml-mn24b-v2preferwi-27038-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-27038-v3-mkmlizer: quantized model in 289.144s
chaiml-mn24b-v2preferwi-27038-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_prod_tune7 in 340.465s
chaiml-mn24b-v2preferwi-27038-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-27038-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-27038-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27038-v3/nvidia
chaiml-mn24b-v2preferwi-27038-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27038-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-27038-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27038-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-27038-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27038-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-27038-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27038-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-27038-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27038-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-27038-v3-mkmlizer completed after 436.95s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-27038-v3-mkmlizer
Pipeline stage MKMLizer completed in 437.48s
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-27038-v3
Waiting for inference service chaiml-mn24b-v2preferwi-27038-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-27038-v3 ready after 50.87917757034302s
Pipeline stage MKMLDeployer completed in 51.90s
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 2.062812089920044s
Received healthy response to inference request in 1.9473586082458496s
Received healthy response to inference request in 1.8235321044921875s
Received healthy response to inference request in 1.756617784500122s
5 requests
1 failed requests
5th percentile: 1.7700006484985351
10th percentile: 1.7833835124969482
20th percentile: 1.8101492404937745
30th percentile: 1.84829740524292
40th percentile: 1.8978280067443847
50th percentile: 1.9473586082458496
60th percentile: 1.9935400009155273
70th percentile: 2.039721393585205
80th percentile: 5.686842012405399
90th percentile: 12.9349018573761
95th percentile: 16.558931779861446
99th percentile: 19.45815571784973
mean time: 5.554656457901001
%s, retrying in %s seconds...
Received healthy response to inference request in 1.8165562152862549s
Received healthy response to inference request in 1.6866462230682373s
Received healthy response to inference request in 1.7647922039031982s
Received healthy response to inference request in 1.8838937282562256s
Received healthy response to inference request in 1.6639180183410645s
5 requests
0 failed requests
5th percentile: 1.668463659286499
10th percentile: 1.6730093002319335
20th percentile: 1.6821005821228028
30th percentile: 1.7022754192352294
40th percentile: 1.7335338115692138
50th percentile: 1.7647922039031982
60th percentile: 1.7854978084564208
70th percentile: 1.8062034130096436
80th percentile: 1.830023717880249
90th percentile: 1.8569587230682374
95th percentile: 1.8704262256622315
99th percentile: 1.8812002277374267
mean time: 1.7631612777709962
Pipeline stage StressChecker completed in 40.16s
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 0.65s
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 0.74s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_27038_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-27038-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-27038-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 2762.37s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_27038_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_27038_v3 status is now torndown due to DeploymentManager action