chaiml-4d70-c13f-linear-w02

developer_uid: zonemercy
submission_id: chaiml-4d70-c13f-linear-w02_v2
model_name: chaiml-4d70-c13f-linear-w02_v2
model_group: ChaiML/4d70-c13f-linear-
status: torndown
timestamp: 2025-10-08T06:57:10+00:00
num_battles: 6069
num_wins: 3668
celo_rating: 1307.74
family_friendly_score: 0.5264
family_friendly_standard_error: 0.007061204429840564
submission_type: basic
model_repo: ChaiML/4d70-c13f-linear-w02
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1800
max_output_tokens: 74
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.7285668229746991, 'latency_mean': 1.3724605536460877, 'latency_p50': 1.3740715980529785, 'latency_p90': 1.5019057750701905}, {'batch_size': 4, 'throughput': 1.6244675384072553, 'latency_mean': 2.4482581436634065, 'latency_p50': 2.4644086360931396, 'latency_p90': 2.7542045593261717}, {'batch_size': 5, 'throughput': 1.7307418448962573, 'latency_mean': 2.86764452457428, 'latency_p50': 2.8848451375961304, 'latency_p90': 3.177950692176819}, {'batch_size': 8, 'throughput': 2.020193403989333, 'latency_mean': 3.9304593527317047, 'latency_p50': 3.9375557899475098, 'latency_p90': 4.413607478141785}, {'batch_size': 10, 'throughput': 2.076592873953302, 'latency_mean': 4.77081370472908, 'latency_p50': 4.761882543563843, 'latency_p90': 5.372222161293029}, {'batch_size': 12, 'throughput': 2.1656777248669217, 'latency_mean': 5.4796876466274265, 'latency_p50': 5.484111189842224, 'latency_p90': 6.308791422843933}, {'batch_size': 15, 'throughput': 2.187445900460375, 'latency_mean': 6.773043076992035, 'latency_p50': 6.808125257492065, 'latency_p90': 7.73829870223999}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-4d70-c13f-linear-w02_v2
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/4d70-c13f-linear-w02
model_size: 13B
ranking_group: single
throughput_3p7s: 1.99
us_pacific_date: 2025-10-07
win_ratio: 0.6043829296424452
generation_params: {'temperature': 0.85, 'top_p': 1.0, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.08, 'frequency_penalty': 0.08, 'stopping_words': ['<|im_end|>', '<|im_start|>', '\n', '</s>', '###'], 'max_input_tokens': 1800, 'best_of': 8, 'max_output_tokens': 74}
formatter: {'memory_template': '', 'prompt_template': '', '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-4d70-c13f-linear-w02-v2-mkmlizer
Waiting for job on chaiml-4d70-c13f-linear-w02-v2-mkmlizer to finish
chaiml-4d70-c13f-linear-w02-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-4d70-c13f-linear-w02-v2-mkmlizer: ║                                                                     ║
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chaiml-4d70-c13f-linear-w02-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-4d70-c13f-linear-w02-v2-mkmlizer: ║                                                                     ║
chaiml-4d70-c13f-linear-w02-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-4d70-c13f-linear-w02-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-4d70-c13f-linear-w02-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-4d70-c13f-linear-w02-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-4d70-c13f-linear-w02-v2-mkmlizer: ║                                                                     ║
chaiml-4d70-c13f-linear-w02-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-4d70-c13f-linear-w02-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-4d70-c13f-linear-w02-v2-mkmlizer: ║                                                                     ║
chaiml-4d70-c13f-linear-w02-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-4d70-c13f-linear-w02-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-4d70-c13f-linear-w02-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-4d70-c13f-linear-w02-v2-mkmlizer: ║                                                                     ║
chaiml-4d70-c13f-linear-w02-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-4d70-c13f-linear-w02-v2-mkmlizer: Downloaded to shared memory in 27.724s
chaiml-4d70-c13f-linear-w02-v2-mkmlizer: Checking if ChaiML/4d70-c13f-linear-w02 already exists in ChaiML
chaiml-4d70-c13f-linear-w02-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp665cb87o, device:0
chaiml-4d70-c13f-linear-w02-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-4d70-c13f-linear-w02-v2-mkmlizer: quantized model in 143.981s
chaiml-4d70-c13f-linear-w02-v2-mkmlizer: Processed model ChaiML/4d70-c13f-linear-w02 in 171.706s
chaiml-4d70-c13f-linear-w02-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-4d70-c13f-linear-w02-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-4d70-c13f-linear-w02-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-4d70-c13f-linear-w02-v2/nvidia
chaiml-4d70-c13f-linear-w02-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-4d70-c13f-linear-w02-v2/nvidia/config.json
chaiml-4d70-c13f-linear-w02-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-4d70-c13f-linear-w02-v2/nvidia/special_tokens_map.json
chaiml-4d70-c13f-linear-w02-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-4d70-c13f-linear-w02-v2/nvidia/tokenizer_config.json
chaiml-4d70-c13f-linear-w02-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-4d70-c13f-linear-w02-v2/nvidia/tokenizer.json
chaiml-4d70-c13f-linear-w02-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-4d70-c13f-linear-w02-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-4d70-c13f-linear-w02-v2-mkmlizer completed after 236.16s with status: succeeded
Stopping job with name chaiml-4d70-c13f-linear-w02-v2-mkmlizer
Pipeline stage MKMLizer completed in 236.62s
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-4d70-c13f-linear-w02-v2
Waiting for inference service chaiml-4d70-c13f-linear-w02-v2 to be ready
Inference service chaiml-4d70-c13f-linear-w02-v2 ready after 60.23451495170593s
Pipeline stage MKMLDeployer completed in 60.66s
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 1.7254242897033691s
Received healthy response to inference request in 1.2343997955322266s
Received healthy response to inference request in 1.380579948425293s
Received healthy response to inference request in 1.2193944454193115s
5 requests
1 failed requests
5th percentile: 1.2223955154418946
10th percentile: 1.2253965854644775
20th percentile: 1.2313987255096435
30th percentile: 1.2636358261108398
40th percentile: 1.3221078872680665
50th percentile: 1.380579948425293
60th percentile: 1.5185176849365234
70th percentile: 1.6564554214477538
80th percentile: 5.4108997344970735
90th percentile: 12.781850624084473
95th percentile: 16.467326068878172
99th percentile: 19.415706424713136
mean time: 5.142519998550415
%s, retrying in %s seconds...
Received healthy response to inference request in 1.5832386016845703s
Received healthy response to inference request in 1.4267044067382812s
Received healthy response to inference request in 1.9460909366607666s
Received healthy response to inference request in 1.6138598918914795s
Received healthy response to inference request in 1.33540940284729s
5 requests
0 failed requests
5th percentile: 1.3536684036254882
10th percentile: 1.3719274044036864
20th percentile: 1.408445405960083
30th percentile: 1.4580112457275392
40th percentile: 1.5206249237060547
50th percentile: 1.5832386016845703
60th percentile: 1.595487117767334
70th percentile: 1.6077356338500977
80th percentile: 1.680306100845337
90th percentile: 1.8131985187530517
95th percentile: 1.879644727706909
99th percentile: 1.932801694869995
mean time: 1.5810606479644775
Pipeline stage StressChecker completed in 36.71s
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 0.68s
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 0.78s
Shutdown handler de-registered
chaiml-4d70-c13f-linear-w02_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-4d70-c13f-linear-w02-v2-profiler
Waiting for inference service chaiml-4d70-c13f-linear-w02-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
Pipeline stage OfflineFamilyFriendlyScorer completed in 2113.55s
Shutdown handler de-registered
chaiml-4d70-c13f-linear-w02_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-4d70-c13f-linear-w02_v2 status is now torndown due to DeploymentManager action