chaiml-4fa1-6970-linear-w01

developer_uid: zonemercy
submission_id: chaiml-4fa1-6970-linear-w01_v1
model_name: chaiml-4fa1-6970-linear-w01_v1
model_group: ChaiML/4fa1-6970-linear-
status: torndown
timestamp: 2025-10-06T05:01:44+00:00
num_battles: 5532
num_wins: 2720
celo_rating: 1279.12
family_friendly_score: 0.5054000000000001
family_friendly_standard_error: 0.007070655415164849
submission_type: basic
model_repo: ChaiML/4fa1-6970-linear-w01
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 768
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5650042395146909, 'latency_mean': 1.7697778165340423, 'latency_p50': 1.7506554126739502, 'latency_p90': 1.9827896118164063}, {'batch_size': 4, 'throughput': 1.4218374401648641, 'latency_mean': 2.800646562576294, 'latency_p50': 2.831127166748047, 'latency_p90': 3.1533469915390016}, {'batch_size': 5, 'throughput': 1.5883352509873283, 'latency_mean': 3.1311887884140015, 'latency_p50': 3.145274043083191, 'latency_p90': 3.4818053960800173}, {'batch_size': 8, 'throughput': 1.9185923467468646, 'latency_mean': 4.145144063234329, 'latency_p50': 4.11941123008728, 'latency_p90': 4.820776033401489}, {'batch_size': 10, 'throughput': 2.0156499356051567, 'latency_mean': 4.8955848598480225, 'latency_p50': 4.841381669044495, 'latency_p90': 5.692768955230712}, {'batch_size': 12, 'throughput': 2.077900073998151, 'latency_mean': 5.713973175287247, 'latency_p50': 5.755338430404663, 'latency_p90': 6.576067662239074}, {'batch_size': 15, 'throughput': 2.1222746221501043, 'latency_mean': 6.966342679262161, 'latency_p50': 7.0037665367126465, 'latency_p90': 7.972351169586181}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-4fa1-6970-linear-w01_v1
is_internal_developer: True
language_model: ChaiML/4fa1-6970-linear-w01
model_size: 24B
ranking_group: single
throughput_3p7s: 1.81
us_pacific_date: 2025-10-05
win_ratio: 0.49168474331164136
generation_params: {'temperature': 0.45, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 60, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['\n', '<|im_end|>', '<|im_start|>'], 'max_input_tokens': 768, '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': False}
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-4fa1-6970-linear-w01-v1-mkmlizer
Waiting for job on chaiml-4fa1-6970-linear-w01-v1-mkmlizer to finish
chaiml-4fa1-6970-linear-w01-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-4fa1-6970-linear-w01-v1-mkmlizer: ║                                                                     ║
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chaiml-4fa1-6970-linear-w01-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-4fa1-6970-linear-w01-v1-mkmlizer: ║                                                                     ║
chaiml-4fa1-6970-linear-w01-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-4fa1-6970-linear-w01-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-4fa1-6970-linear-w01-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-4fa1-6970-linear-w01-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-4fa1-6970-linear-w01-v1-mkmlizer: ║                                                                     ║
chaiml-4fa1-6970-linear-w01-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-4fa1-6970-linear-w01-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-4fa1-6970-linear-w01-v1-mkmlizer: ║                                                                     ║
chaiml-4fa1-6970-linear-w01-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-4fa1-6970-linear-w01-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-4fa1-6970-linear-w01-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-4fa1-6970-linear-w01-v1-mkmlizer: ║                                                                     ║
chaiml-4fa1-6970-linear-w01-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-4fa1-6970-linear-w01-v1-mkmlizer: Downloaded to shared memory in 50.447s
chaiml-4fa1-6970-linear-w01-v1-mkmlizer: Checking if ChaiML/4fa1-6970-linear-w01 already exists in ChaiML
chaiml-4fa1-6970-linear-w01-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpgfyy1gqm, device:0
chaiml-4fa1-6970-linear-w01-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-4fa1-6970-linear-w01-v1-mkmlizer: quantized model in 280.782s
chaiml-4fa1-6970-linear-w01-v1-mkmlizer: Processed model ChaiML/4fa1-6970-linear-w01 in 331.229s
chaiml-4fa1-6970-linear-w01-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-4fa1-6970-linear-w01-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-4fa1-6970-linear-w01-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-4fa1-6970-linear-w01-v1/nvidia
chaiml-4fa1-6970-linear-w01-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-4fa1-6970-linear-w01-v1/nvidia/config.json
chaiml-4fa1-6970-linear-w01-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-4fa1-6970-linear-w01-v1/nvidia/special_tokens_map.json
chaiml-4fa1-6970-linear-w01-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-4fa1-6970-linear-w01-v1/nvidia/tokenizer_config.json
chaiml-4fa1-6970-linear-w01-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-4fa1-6970-linear-w01-v1/nvidia/tokenizer.json
chaiml-4fa1-6970-linear-w01-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-4fa1-6970-linear-w01-v1/nvidia/flywheel_model.1.safetensors
chaiml-4fa1-6970-linear-w01-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-4fa1-6970-linear-w01-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-4fa1-6970-linear-w01-v1-mkmlizer completed after 459.34s with status: succeeded
Stopping job with name chaiml-4fa1-6970-linear-w01-v1-mkmlizer
Pipeline stage MKMLizer completed in 459.82s
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-4fa1-6970-linear-w01-v1
Waiting for inference service chaiml-4fa1-6970-linear-w01-v1 to be ready
Inference service chaiml-4fa1-6970-linear-w01-v1 ready after 30.1695716381073s
Pipeline stage MKMLDeployer completed in 30.69s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1423377990722656s
Received healthy response to inference request in 1.7633817195892334s
Received healthy response to inference request in 1.6920533180236816s
Received healthy response to inference request in 1.8306684494018555s
Received healthy response to inference request in 1.7008106708526611s
5 requests
0 failed requests
5th percentile: 1.6938047885894776
10th percentile: 1.6955562591552735
20th percentile: 1.6990592002868652
30th percentile: 1.7133248805999757
40th percentile: 1.7383533000946045
50th percentile: 1.7633817195892334
60th percentile: 1.7902964115142823
70th percentile: 1.817211103439331
80th percentile: 1.8930023193359375
90th percentile: 2.0176700592041015
95th percentile: 2.0800039291381833
99th percentile: 2.1298710250854493
mean time: 1.8258503913879394
Pipeline stage StressChecker completed in 10.42s
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 0.83s
Shutdown handler de-registered
chaiml-4fa1-6970-linear-w01_v1 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 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-4fa1-6970-linear-w01-v1-profiler
Waiting for inference service chaiml-4fa1-6970-linear-w01-v1-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 2756.79s
Shutdown handler de-registered
chaiml-4fa1-6970-linear-w01_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-4fa1-6970-linear-w01_v1 status is now torndown due to DeploymentManager action