developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_52759_v1
model_name: chaiml-mn24b-v2preferwi_52759_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T20:57:29+00:00
num_battles: 5890
num_wins: 3071
celo_rating: 1272.83
family_friendly_score: 0.5648
family_friendly_standard_error: 0.007011432949119602
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune3
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': 0.5467588585720801, 'latency_mean': 1.828863900899887, 'latency_p50': 1.8192431926727295, 'latency_p90': 2.0447445631027223}, {'batch_size': 3, 'throughput': 1.10395443349578, 'latency_mean': 2.711480236053467, 'latency_p50': 2.718456745147705, 'latency_p90': 2.981581139564514}, {'batch_size': 5, 'throughput': 1.4053359724706662, 'latency_mean': 3.5399053168296812, 'latency_p50': 3.5355381965637207, 'latency_p90': 3.9027060031890866}, {'batch_size': 6, 'throughput': 1.5228823566840328, 'latency_mean': 3.9301199781894685, 'latency_p50': 3.928560495376587, 'latency_p90': 4.475210285186767}, {'batch_size': 8, 'throughput': 1.6542582559834007, 'latency_mean': 4.795451419353485, 'latency_p50': 4.796611428260803, 'latency_p90': 5.4452485799789425}, {'batch_size': 10, 'throughput': 1.7342846128071365, 'latency_mean': 5.726403341293335, 'latency_p50': 5.743609070777893, 'latency_p90': 6.549872636795044}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_52759_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.46
us_pacific_date: 2025-09-19
win_ratio: 0.5213921901528014
generation_params: {'temperature': 0.6, '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-52759-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-52759-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-52759-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-52759-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-52759-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-52759-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-52759-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52759-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-52759-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-52759-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-52759-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-52759-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52759-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-52759-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-52759-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52759-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-52759-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-52759-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-52759-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52759-v1-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', '')
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-52759-v1-mkmlizer: Downloaded to shared memory in 79.064s
chaiml-mn24b-v2preferwi-52759-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwi-52759-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpqkz1v1c7, device:0
chaiml-mn24b-v2preferwi-52759-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-52759-v1-mkmlizer: quantized model in 288.304s
chaiml-mn24b-v2preferwi-52759-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune3 in 367.368s
chaiml-mn24b-v2preferwi-52759-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-52759-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-52759-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52759-v1/nvidia
chaiml-mn24b-v2preferwi-52759-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52759-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-52759-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52759-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-52759-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52759-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-52759-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52759-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-52759-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52759-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-52759-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52759-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-52759-v1-mkmlizer completed after 431.1s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-52759-v1-mkmlizer
Pipeline stage MKMLizer completed in 431.62s
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-52759-v1
Waiting for inference service chaiml-mn24b-v2preferwi-52759-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-52759-v1 ready after 70.39962911605835s
Pipeline stage MKMLDeployer completed in 70.92s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1172988414764404s
Received healthy response to inference request in 1.8652310371398926s
Received healthy response to inference request in 1.545332431793213s
Received healthy response to inference request in 1.6975269317626953s
Received healthy response to inference request in 1.6489760875701904s
5 requests
0 failed requests
5th percentile: 1.5660611629486083
10th percentile: 1.586789894104004
20th percentile: 1.628247356414795
30th percentile: 1.6586862564086915
40th percentile: 1.6781065940856934
50th percentile: 1.6975269317626953
60th percentile: 1.7646085739135742
70th percentile: 1.831690216064453
80th percentile: 1.915644598007202
90th percentile: 2.0164717197418214
95th percentile: 2.0668852806091307
99th percentile: 2.1072161293029783
mean time: 1.7748730659484864
Pipeline stage StressChecker completed in 10.93s
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 0.69s
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_52759_v1 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-52759-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-52759-v1-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 2887.83s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_52759_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_52759_v1 status is now torndown due to DeploymentManager action