developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwin_7607_v5
model_name: chaiml-mn24b-v2preferwin_7607_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-28T04:21:03+00:00
num_battles: 5456
num_wins: 2681
celo_rating: 1282.82
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_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': 0.5423520498981306, 'latency_mean': 1.8437154507637024, 'latency_p50': 1.8401609659194946, 'latency_p90': 2.0494884729385374}, {'batch_size': 3, 'throughput': 1.0932028682370418, 'latency_mean': 2.7366726326942445, 'latency_p50': 2.7291109561920166, 'latency_p90': 3.016898345947266}, {'batch_size': 5, 'throughput': 1.3967805934753668, 'latency_mean': 3.552001805305481, 'latency_p50': 3.5652599334716797, 'latency_p90': 4.021458745002747}, {'batch_size': 6, 'throughput': 1.5126435319474028, 'latency_mean': 3.945206753015518, 'latency_p50': 3.971704363822937, 'latency_p90': 4.462446331977844}, {'batch_size': 8, 'throughput': 1.6795706863966333, 'latency_mean': 4.7288498997688295, 'latency_p50': 4.711953520774841, 'latency_p90': 5.4813657045364375}, {'batch_size': 10, 'throughput': 1.7472996668144376, 'latency_mean': 5.6788717555999755, 'latency_p50': 5.709217190742493, 'latency_p90': 6.387005352973938}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwin_7607_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.45
us_pacific_date: 2025-09-27
win_ratio: 0.49138563049853373
generation_params: {'temperature': 0.8, '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-v2preferwin-7607-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwin-7607-v5-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-v2preferwin-7607-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwin-7607-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-7607-v5-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwin-7607-v5-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwin-7607-v5-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwin-7607-v5-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwin-7607-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwin-7607-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwin-7607-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-7607-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwin-7607-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwin-7607-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwin-7607-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwin-7607-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-7607-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwin-7607-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwin-7607-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-7607-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwin-7607-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwin-7607-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwin-7607-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-7607-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwin-7607-v5-mkmlizer: Downloaded to shared memory in 63.240s
chaiml-mn24b-v2preferwin-7607-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwin-7607-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpdom3__nm, device:0
chaiml-mn24b-v2preferwin-7607-v5-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', '')
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-v2preferwin-7607-v5-mkmlizer: quantized model in 283.550s
chaiml-mn24b-v2preferwin-7607-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune3 in 346.791s
chaiml-mn24b-v2preferwin-7607-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwin-7607-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwin-7607-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7607-v5/nvidia
chaiml-mn24b-v2preferwin-7607-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7607-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwin-7607-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7607-v5/nvidia/config.json
chaiml-mn24b-v2preferwin-7607-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7607-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwin-7607-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7607-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwin-7607-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7607-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwin-7607-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7607-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwin-7607-v5-mkmlizer completed after 458.71s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwin-7607-v5-mkmlizer
Pipeline stage MKMLizer completed in 459.27s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.60s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwin-7607-v5
Waiting for inference service chaiml-mn24b-v2preferwin-7607-v5 to be ready
Inference service chaiml-mn24b-v2preferwin-7607-v5 ready after 60.30960655212402s
Pipeline stage MKMLDeployer completed in 61.11s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.9882464408874512s
Received healthy response to inference request in 1.775200366973877s
Received healthy response to inference request in 1.7227470874786377s
Received healthy response to inference request in 1.6741015911102295s
Received healthy response to inference request in 1.704002857208252s
5 requests
0 failed requests
5th percentile: 1.680081844329834
10th percentile: 1.6860620975494385
20th percentile: 1.6980226039886475
30th percentile: 1.707751703262329
40th percentile: 1.7152493953704835
50th percentile: 1.7227470874786377
60th percentile: 1.7437283992767334
70th percentile: 1.764709711074829
80th percentile: 1.8178095817565918
90th percentile: 1.9030280113220215
95th percentile: 1.9456372261047363
99th percentile: 1.9797245979309082
mean time: 1.7728596687316895
Pipeline stage StressChecker completed in 10.38s
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 0.77s
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 0.65s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin_7607_v5 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('None: None')
Shutdown handler de-registered
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('None: None')
Shutdown handler de-registered
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('None: None')
Shutdown handler de-registered
chaiml-mn24b-v2preferwin_7607_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwin_7607_v5 status is now torndown due to DeploymentManager action