developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_25799_v4
model_name: chaiml-mn24b-v2preferwi_25799_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T00:38:09+00:00
num_battles: 5507
num_wins: 2906
celo_rating: 1279.78
family_friendly_score: 0.5142
family_friendly_standard_error: 0.0070682156164056
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_prod_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': 0.5482631418197157, 'latency_mean': 1.8238406383991241, 'latency_p50': 1.8188879489898682, 'latency_p90': 2.036451745033264}, {'batch_size': 3, 'throughput': 1.1191804992658032, 'latency_mean': 2.6670381474494933, 'latency_p50': 2.6659953594207764, 'latency_p90': 2.976491665840149}, {'batch_size': 5, 'throughput': 1.452987726763672, 'latency_mean': 3.423430721759796, 'latency_p50': 3.414839029312134, 'latency_p90': 3.8429471492767333}, {'batch_size': 6, 'throughput': 1.557048697287297, 'latency_mean': 3.822921884059906, 'latency_p50': 3.8419262170791626, 'latency_p90': 4.2596837997436525}, {'batch_size': 8, 'throughput': 1.713972624925118, 'latency_mean': 4.625356292724609, 'latency_p50': 4.678987383842468, 'latency_p90': 5.268415307998657}, {'batch_size': 10, 'throughput': 1.8103492877929195, 'latency_mean': 5.488692445755005, 'latency_p50': 5.464756727218628, 'latency_p90': 6.350035071372986}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_25799_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_prod_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.54
us_pacific_date: 2025-09-17
win_ratio: 0.5276920283275831
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-25799-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-25799-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-25799-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-25799-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-25799-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-25799-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-25799-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25799-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-25799-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-25799-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-25799-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-25799-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25799-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-25799-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-25799-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25799-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-25799-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-25799-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-25799-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25799-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-25799-v4-mkmlizer: Downloaded to shared memory in 52.681s
chaiml-mn24b-v2preferwi-25799-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_prod_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-25799-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpb401dcva, device:0
chaiml-mn24b-v2preferwi-25799-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-llama31-mer-v2-t_44570_v4: HTTPConnectionPool(host='guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-mn24b-v2preferwi-25799-v4-mkmlizer: quantized model in 289.078s
chaiml-mn24b-v2preferwi-25799-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_prod_tune2 in 341.760s
chaiml-mn24b-v2preferwi-25799-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-25799-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-25799-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25799-v4/nvidia
chaiml-mn24b-v2preferwi-25799-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25799-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-25799-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25799-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-25799-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25799-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-25799-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25799-v4/nvidia/tokenizer.json
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-25799-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25799-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-25799-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25799-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-25799-v4-mkmlizer completed after 450.15s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-25799-v4-mkmlizer
Pipeline stage MKMLizer completed in 450.65s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-25799-v4
Waiting for inference service chaiml-mn24b-v2preferwi-25799-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-25799-v4 ready after 50.19753360748291s
Pipeline stage MKMLDeployer completed in 50.75s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.890061855316162s
Received healthy response to inference request in 1.5429491996765137s
Received healthy response to inference request in 1.5486600399017334s
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', '')
Received healthy response to inference request in 1.4137649536132812s
Received healthy response to inference request in 1.5617165565490723s
5 requests
0 failed requests
5th percentile: 1.4396018028259276
10th percentile: 1.4654386520385743
20th percentile: 1.5171123504638673
30th percentile: 1.5440913677215575
40th percentile: 1.5463757038116455
50th percentile: 1.5486600399017334
60th percentile: 1.553882646560669
70th percentile: 1.5591052532196046
80th percentile: 1.6273856163024902
90th percentile: 1.7587237358093262
95th percentile: 1.8243927955627441
99th percentile: 1.8769280433654785
mean time: 1.5914305210113526
Pipeline stage StressChecker completed in 9.32s
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 0.74s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_25799_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-25799-v4-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-25799-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 2638.29s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_25799_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_25799_v4 status is now torndown due to DeploymentManager action