chaiml-4d70-c13f-linear-w01

developer_uid: zonemercy
submission_id: chaiml-4d70-c13f-linear-w01_v2
model_name: chaiml-4d70-c13f-linear-w01_v2
model_group: ChaiML/4d70-c13f-linear-
status: torndown
timestamp: 2025-10-08T06:56:49+00:00
num_battles: 5941
num_wins: 3593
celo_rating: 1313.25
family_friendly_score: 0.5127999999999999
family_friendly_standard_error: 0.007068750384615374
submission_type: basic
model_repo: ChaiML/4d70-c13f-linear-w01
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': 0.7345689568384773, 'latency_mean': 1.3612174832820891, 'latency_p50': 1.358055591583252, 'latency_p90': 1.5042856693267823}, {'batch_size': 4, 'throughput': 1.619896194696066, 'latency_mean': 2.462378568649292, 'latency_p50': 2.468340039253235, 'latency_p90': 2.7229044437408447}, {'batch_size': 5, 'throughput': 1.7323377895793994, 'latency_mean': 2.870345014333725, 'latency_p50': 2.877353549003601, 'latency_p90': 3.17894127368927}, {'batch_size': 8, 'throughput': 2.0026504403704415, 'latency_mean': 3.962836298942566, 'latency_p50': 3.9936310052871704, 'latency_p90': 4.430522799491882}, {'batch_size': 10, 'throughput': 2.08245893505789, 'latency_mean': 4.775413691997528, 'latency_p50': 4.768177032470703, 'latency_p90': 5.553185486793518}, {'batch_size': 12, 'throughput': 2.1377773589292803, 'latency_mean': 5.546309543848038, 'latency_p50': 5.529598951339722, 'latency_p90': 6.270312047004699}, {'batch_size': 15, 'throughput': 2.1849035720714447, 'latency_mean': 6.7785563099384305, 'latency_p50': 6.738426327705383, 'latency_p90': 7.841034245491028}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-4d70-c13f-linear-w01_v2
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/4d70-c13f-linear-w01
model_size: 13B
ranking_group: single
throughput_3p7s: 1.97
us_pacific_date: 2025-10-07
win_ratio: 0.6047803400100993
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_start|>', '<|im_end|>', '</s>', '###', '\n'], '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-w01-v2-mkmlizer
Waiting for job on chaiml-4d70-c13f-linear-w01-v2-mkmlizer to finish
chaiml-4d70-c13f-linear-w01-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-4d70-c13f-linear-w01-v2-mkmlizer: ║                                                                     ║
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chaiml-4d70-c13f-linear-w01-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-4d70-c13f-linear-w01-v2-mkmlizer: ║                                                                     ║
chaiml-4d70-c13f-linear-w01-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-4d70-c13f-linear-w01-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-4d70-c13f-linear-w01-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-4d70-c13f-linear-w01-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-4d70-c13f-linear-w01-v2-mkmlizer: ║                                                                     ║
chaiml-4d70-c13f-linear-w01-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-4d70-c13f-linear-w01-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-4d70-c13f-linear-w01-v2-mkmlizer: ║                                                                     ║
chaiml-4d70-c13f-linear-w01-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-4d70-c13f-linear-w01-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-4d70-c13f-linear-w01-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-4d70-c13f-linear-w01-v2-mkmlizer: ║                                                                     ║
chaiml-4d70-c13f-linear-w01-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-4d70-c13f-linear-w01-v2-mkmlizer: Downloaded to shared memory in 26.277s
chaiml-4d70-c13f-linear-w01-v2-mkmlizer: Checking if ChaiML/4d70-c13f-linear-w01 already exists in ChaiML
chaiml-4d70-c13f-linear-w01-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp2adf7j9v, device:0
chaiml-4d70-c13f-linear-w01-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-4d70-c13f-linear-w01-v2-mkmlizer: quantized model in 145.524s
chaiml-4d70-c13f-linear-w01-v2-mkmlizer: Processed model ChaiML/4d70-c13f-linear-w01 in 171.801s
chaiml-4d70-c13f-linear-w01-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-4d70-c13f-linear-w01-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-4d70-c13f-linear-w01-v2/nvidia
chaiml-4d70-c13f-linear-w01-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-4d70-c13f-linear-w01-v2/nvidia/special_tokens_map.json
chaiml-4d70-c13f-linear-w01-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-4d70-c13f-linear-w01-v2/nvidia/config.json
chaiml-4d70-c13f-linear-w01-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-4d70-c13f-linear-w01-v2/nvidia/tokenizer_config.json
chaiml-4d70-c13f-linear-w01-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-4d70-c13f-linear-w01-v2/nvidia/tokenizer.json
chaiml-4d70-c13f-linear-w01-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-4d70-c13f-linear-w01-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-4d70-c13f-linear-w01-v2-mkmlizer completed after 256.88s with status: succeeded
Stopping job with name chaiml-4d70-c13f-linear-w01-v2-mkmlizer
Pipeline stage MKMLizer completed in 257.41s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-4d70-c13f-linear-w01-v2
Waiting for inference service chaiml-4d70-c13f-linear-w01-v2 to be ready
Inference service chaiml-4d70-c13f-linear-w01-v2 ready after 60.25067353248596s
Pipeline stage MKMLDeployer completed in 60.81s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.6688129901885986s
Received healthy response to inference request in 1.6745352745056152s
Received healthy response to inference request in 1.243201494216919s
Received healthy response to inference request in 1.2407371997833252s
Received healthy response to inference request in 1.6385376453399658s
5 requests
0 failed requests
5th percentile: 1.241230058670044
10th percentile: 1.2417229175567628
20th percentile: 1.2427086353302002
30th percentile: 1.3222687244415283
40th percentile: 1.480403184890747
50th percentile: 1.6385376453399658
60th percentile: 1.6506477832794189
70th percentile: 1.6627579212188721
80th percentile: 1.669957447052002
90th percentile: 1.6722463607788085
95th percentile: 1.6733908176422119
99th percentile: 1.6743063831329346
mean time: 1.4931649208068847
Pipeline stage StressChecker completed in 9.02s
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 0.65s
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 0.67s
Shutdown handler de-registered
chaiml-4d70-c13f-linear-w01_v2 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
Pipeline stage OfflineFamilyFriendlyScorer completed in 2139.60s
Shutdown handler de-registered
chaiml-4d70-c13f-linear-w01_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-4d70-c13f-linear-w01_v2 status is now torndown due to DeploymentManager action