chaiml-02f4-6970-linear-w01

developer_uid: zonemercy
submission_id: chaiml-02f4-6970-linear-w01_v3
model_name: chaiml-02f4-6970-linear-w01_v3
model_group: ChaiML/02f4-6970-linear-
status: torndown
timestamp: 2025-10-06T20:28:29+00:00
num_battles: 5698
num_wins: 2843
celo_rating: 1281.51
family_friendly_score: 0.532
family_friendly_standard_error: 0.007056571405434795
submission_type: basic
model_repo: ChaiML/02f4-6970-linear-w01
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': 0.5429201958840426, 'latency_mean': 1.8417943215370178, 'latency_p50': 1.842115044593811, 'latency_p90': 2.0427364349365233}, {'batch_size': 3, 'throughput': 1.111964766325916, 'latency_mean': 2.692048614025116, 'latency_p50': 2.6845356225967407, 'latency_p90': 3.0428953409194945}, {'batch_size': 5, 'throughput': 1.4093995333495128, 'latency_mean': 3.5214567196369173, 'latency_p50': 3.5453065633773804, 'latency_p90': 3.985698175430298}, {'batch_size': 6, 'throughput': 1.5146128101588414, 'latency_mean': 3.923068563938141, 'latency_p50': 3.941291928291321, 'latency_p90': 4.502642250061035}, {'batch_size': 8, 'throughput': 1.66398661518579, 'latency_mean': 4.773728510141373, 'latency_p50': 4.751802206039429, 'latency_p90': 5.544848680496216}, {'batch_size': 10, 'throughput': 1.7362054298923417, 'latency_mean': 5.714223430156708, 'latency_p50': 5.7587890625, 'latency_p90': 6.733977007865906}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-02f4-6970-linear-w01_v3
is_internal_developer: True
language_model: ChaiML/02f4-6970-linear-w01
model_size: 24B
ranking_group: single
throughput_3p7s: 1.47
us_pacific_date: 2025-10-06
win_ratio: 0.49894699894699895
generation_params: {'temperature': 0.7, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 80, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['<|im_end|>', '</s>', '<|im_start|>', '\n', '###'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '<|system|>Family Friendly{memory}\n', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{message}<|im_end|>\n', 'user_template': '<|im_start|>user\nYou:{message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n', '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-02f4-6970-linear-w01-v3-mkmlizer
Waiting for job on chaiml-02f4-6970-linear-w01-v3-mkmlizer to finish
chaiml-02f4-6970-linear-w01-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-02f4-6970-linear-w01-v3-mkmlizer: ║                                                                     ║
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chaiml-02f4-6970-linear-w01-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-02f4-6970-linear-w01-v3-mkmlizer: ║                                                                     ║
chaiml-02f4-6970-linear-w01-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-02f4-6970-linear-w01-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-02f4-6970-linear-w01-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-02f4-6970-linear-w01-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-02f4-6970-linear-w01-v3-mkmlizer: ║                                                                     ║
chaiml-02f4-6970-linear-w01-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-02f4-6970-linear-w01-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-02f4-6970-linear-w01-v3-mkmlizer: ║                                                                     ║
chaiml-02f4-6970-linear-w01-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-02f4-6970-linear-w01-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-02f4-6970-linear-w01-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-02f4-6970-linear-w01-v3-mkmlizer: ║                                                                     ║
chaiml-02f4-6970-linear-w01-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-02f4-6970-linear-w01-v3-mkmlizer: Downloaded to shared memory in 45.530s
chaiml-02f4-6970-linear-w01-v3-mkmlizer: Checking if ChaiML/02f4-6970-linear-w01 already exists in ChaiML
chaiml-02f4-6970-linear-w01-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp56hr0thl, device:0
chaiml-02f4-6970-linear-w01-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-02f4-6970-linear-w01-v3-mkmlizer: quantized model in 280.721s
chaiml-02f4-6970-linear-w01-v3-mkmlizer: Processed model ChaiML/02f4-6970-linear-w01 in 326.251s
chaiml-02f4-6970-linear-w01-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-02f4-6970-linear-w01-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-02f4-6970-linear-w01-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-02f4-6970-linear-w01-v3/nvidia
chaiml-02f4-6970-linear-w01-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-02f4-6970-linear-w01-v3/nvidia/config.json
chaiml-02f4-6970-linear-w01-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-02f4-6970-linear-w01-v3/nvidia/tokenizer_config.json
chaiml-02f4-6970-linear-w01-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-02f4-6970-linear-w01-v3/nvidia/special_tokens_map.json
chaiml-02f4-6970-linear-w01-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-02f4-6970-linear-w01-v3/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-02f4-6970-linear-w01-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-02f4-6970-linear-w01-v3/nvidia/flywheel_model.1.safetensors
chaiml-02f4-6970-linear-w01-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-02f4-6970-linear-w01-v3/nvidia/flywheel_model.0.safetensors
chaiml-02f4-6970-linear-w01-v3-mkmlizer: 
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Job chaiml-02f4-6970-linear-w01-v3-mkmlizer completed after 460.69s with status: succeeded
Stopping job with name chaiml-02f4-6970-linear-w01-v3-mkmlizer
Pipeline stage MKMLizer completed in 461.16s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-02f4-6970-linear-w01-v3
Waiting for inference service chaiml-02f4-6970-linear-w01-v3 to be ready
Inference service chaiml-02f4-6970-linear-w01-v3 ready after 50.287359952926636s
Pipeline stage MKMLDeployer completed in 50.83s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.013216018676758s
Received healthy response to inference request in 2.3950424194335938s
Received healthy response to inference request in 1.9836149215698242s
Received healthy response to inference request in 2.7564399242401123s
Received healthy response to inference request in 2.3489792346954346s
5 requests
0 failed requests
5th percentile: 2.0566877841949465
10th percentile: 2.1297606468200683
20th percentile: 2.2759063720703123
30th percentile: 2.3581918716430663
40th percentile: 2.3766171455383303
50th percentile: 2.3950424194335938
60th percentile: 2.5396014213562013
70th percentile: 2.6841604232788083
80th percentile: 2.8077951431274415
90th percentile: 2.9105055809020994
95th percentile: 2.9618607997894286
99th percentile: 3.002944974899292
mean time: 2.4994585037231447
Pipeline stage StressChecker completed in 13.79s
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 0.70s
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 0.69s
Shutdown handler de-registered
chaiml-02f4-6970-linear-w01_v3 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 2760.83s
Shutdown handler de-registered
chaiml-02f4-6970-linear-w01_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-02f4-6970-linear-w01_v3 status is now torndown due to DeploymentManager action