developer_uid: zonemercy
submission_id: chaiml-0925-tl-zl-top-2_17248_v2
model_name: chaiml-0925-tl-zl-top-2_17248_v2
model_group: ChaiML/0925_tl_zl_top_20
status: torndown
timestamp: 2025-09-30T17:16:34+00:00
num_battles: 5177
num_wins: 2576
celo_rating: 1270.26
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/0925_tl_zl_top_20_studio_conversations_sft_full
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 4
max_input_tokens: 2048
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.4765560089625894, 'latency_mean': 2.0982660925388337, 'latency_p50': 2.0915520191192627, 'latency_p90': 2.3124543905258177}, {'batch_size': 3, 'throughput': 0.8681741820901118, 'latency_mean': 3.4441488540172576, 'latency_p50': 3.428675889968872, 'latency_p90': 3.925493264198303}, {'batch_size': 5, 'throughput': 1.0655689016587442, 'latency_mean': 4.673223834037781, 'latency_p50': 4.676886320114136, 'latency_p90': 5.357288146018982}, {'batch_size': 6, 'throughput': 1.131765225893464, 'latency_mean': 5.26832050204277, 'latency_p50': 5.244541883468628, 'latency_p90': 5.959597492218018}, {'batch_size': 10, 'throughput': 1.2728075690522331, 'latency_mean': 7.823041529655456, 'latency_p50': 7.7485514879226685, 'latency_p90': 9.17096300125122}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-0925-tl-zl-top-2_17248_v2
is_internal_developer: True
language_model: ChaiML/0925_tl_zl_top_20_studio_conversations_sft_full
model_size: 24B
ranking_group: single
throughput_3p7s: 0.92
us_pacific_date: 2025-09-30
win_ratio: 0.4975854742128646
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['You:', '####', '</s>', '####\n', '\n'], 'max_input_tokens': 2048, 'best_of': 4, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\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-0925-tl-zl-top-2-17248-v2-mkmlizer
Waiting for job on chaiml-0925-tl-zl-top-2-17248-v2-mkmlizer to finish
chaiml-0925-tl-zl-top-2-17248-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-0925-tl-zl-top-2-17248-v2-mkmlizer: ║                                                                     ║
chaiml-0925-tl-zl-top-2-17248-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-0925-tl-zl-top-2-17248-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
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chaiml-0925-tl-zl-top-2-17248-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-0925-tl-zl-top-2-17248-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-0925-tl-zl-top-2-17248-v2-mkmlizer: ║                                                                     ║
chaiml-0925-tl-zl-top-2-17248-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-0925-tl-zl-top-2-17248-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-0925-tl-zl-top-2-17248-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-0925-tl-zl-top-2-17248-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-0925-tl-zl-top-2-17248-v2-mkmlizer: ║                                                                     ║
chaiml-0925-tl-zl-top-2-17248-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-0925-tl-zl-top-2-17248-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-0925-tl-zl-top-2-17248-v2-mkmlizer: ║                                                                     ║
chaiml-0925-tl-zl-top-2-17248-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-0925-tl-zl-top-2-17248-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-0925-tl-zl-top-2-17248-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-0925-tl-zl-top-2-17248-v2-mkmlizer: ║                                                                     ║
chaiml-0925-tl-zl-top-2-17248-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-0925-tl-zl-top-2-17248-v2-mkmlizer: Downloaded to shared memory in 49.271s
chaiml-0925-tl-zl-top-2-17248-v2-mkmlizer: Checking if ChaiML/0925_tl_zl_top_20_studio_conversations_sft_full already exists in ChaiML
chaiml-0925-tl-zl-top-2-17248-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmplw02da67, device:0
chaiml-0925-tl-zl-top-2-17248-v2-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 chaiml-high-school-life_46597_v2: HTTPConnectionPool(host='chaiml-high-school-life-46597-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-0925-tl-zl-top-2-17248-v2-mkmlizer: quantized model in 283.582s
chaiml-0925-tl-zl-top-2-17248-v2-mkmlizer: Processed model ChaiML/0925_tl_zl_top_20_studio_conversations_sft_full in 332.854s
chaiml-0925-tl-zl-top-2-17248-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-0925-tl-zl-top-2-17248-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-0925-tl-zl-top-2-17248-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-0925-tl-zl-top-2-17248-v2/nvidia
chaiml-0925-tl-zl-top-2-17248-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-0925-tl-zl-top-2-17248-v2/nvidia/config.json
chaiml-0925-tl-zl-top-2-17248-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-0925-tl-zl-top-2-17248-v2/nvidia/special_tokens_map.json
chaiml-0925-tl-zl-top-2-17248-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-0925-tl-zl-top-2-17248-v2/nvidia/tokenizer_config.json
chaiml-0925-tl-zl-top-2-17248-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-0925-tl-zl-top-2-17248-v2/nvidia/tokenizer.json
Failed to get response for submission chaiml-jace-lightwood-s_43552_v2: HTTPConnectionPool(host='chaiml-jace-lightwood-s-43552-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-0925-tl-zl-top-2-17248-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-0925-tl-zl-top-2-17248-v2/nvidia/flywheel_model.1.safetensors
chaiml-0925-tl-zl-top-2-17248-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-0925-tl-zl-top-2-17248-v2/nvidia/flywheel_model.0.safetensors
chaiml-0925-tl-zl-top-2-17248-v2-mkmlizer: 
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Job chaiml-0925-tl-zl-top-2-17248-v2-mkmlizer completed after 402.72s with status: succeeded
Stopping job with name chaiml-0925-tl-zl-top-2-17248-v2-mkmlizer
Pipeline stage MKMLizer completed in 403.23s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-0925-tl-zl-top-2-17248-v2
Waiting for inference service chaiml-0925-tl-zl-top-2-17248-v2 to be ready
Failed to get response for submission rirv938-dot2-grpo-20250_20611_v1: HTTPConnectionPool(host='rirv938-dot2-grpo-20250-20611-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service chaiml-0925-tl-zl-top-2-17248-v2 ready after 60.357295513153076s
Pipeline stage MKMLDeployer completed in 61.00s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.5210909843444824s
Received healthy response to inference request in 1.8979640007019043s
Received healthy response to inference request in 2.226499080657959s
Received healthy response to inference request in 2.034553289413452s
read tcp 127.0.0.1:60670->127.0.0.1:8080: read: connection reset by peer

Received unhealthy response to inference request!
5 requests
1 failed requests
5th percentile: 0.5655255317687988
10th percentile: 0.8986351490020752
20th percentile: 1.564854383468628
30th percentile: 1.925281858444214
40th percentile: 1.979917573928833
50th percentile: 2.034553289413452
60th percentile: 2.111331605911255
70th percentile: 2.1881099224090574
80th percentile: 2.2854174613952636
90th percentile: 2.4032542228698732
95th percentile: 2.462172603607178
99th percentile: 2.5093073081970214
mean time: 1.7825046539306642
%s, retrying in %s seconds...
Received healthy response to inference request in 2.321225643157959s
Received healthy response to inference request in 2.025186777114868s
Received healthy response to inference request in 1.780407190322876s
Received healthy response to inference request in 1.6335299015045166s
Received healthy response to inference request in 1.7112641334533691s
5 requests
0 failed requests
5th percentile: 1.6490767478942872
10th percentile: 1.6646235942840577
20th percentile: 1.6957172870635986
30th percentile: 1.7250927448272706
40th percentile: 1.7527499675750733
50th percentile: 1.780407190322876
60th percentile: 1.8783190250396729
70th percentile: 1.9762308597564697
80th percentile: 2.0843945503234864
90th percentile: 2.2028100967407225
95th percentile: 2.2620178699493407
99th percentile: 2.3093840885162353
mean time: 1.8943227291107179
Pipeline stage StressChecker completed in 21.11s
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 0.74s
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 0.71s
Shutdown handler de-registered
chaiml-0925-tl-zl-top-2_17248_v2 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-0925-tl-zl-top-2-17248-v2-profiler
Waiting for inference service chaiml-0925-tl-zl-top-2-17248-v2-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
%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-0925-tl-zl-top-2_17248_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-0925-tl-zl-top-2_17248_v2 status is now torndown due to DeploymentManager action