developer_uid: NischayDnk
submission_id: chaiml-mistral31-ff4kex_30322_v2
model_name: chaiml-mistral31-ff4kex_30322_v2
model_group: ChaiML/mistral31-ff4kexp
status: torndown
timestamp: 2025-04-12T16:52:50+00:00
num_battles: 8976
num_wins: 4960
celo_rating: 1325.64
family_friendly_score: 0.5324
family_friendly_standard_error: 0.007056206346189147
submission_type: basic
model_repo: ChaiML/mistral31-ff4kexp1-dpo-v1-data31preffull-3e-b02
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': 0.3711526585541443, 'latency_mean': 2.6942422556877137, 'latency_p50': 2.686493992805481, 'latency_p90': 2.9835410118103027}, {'batch_size': 2, 'throughput': 0.5718448910025896, 'latency_mean': 3.496184002161026, 'latency_p50': 3.5312652587890625, 'latency_p90': 3.8553370952606203}, {'batch_size': 3, 'throughput': 0.7334861360082251, 'latency_mean': 4.071149777173996, 'latency_p50': 4.064733505249023, 'latency_p90': 4.5297860383987425}, {'batch_size': 4, 'throughput': 0.8465431836241046, 'latency_mean': 4.70575202703476, 'latency_p50': 4.709452390670776, 'latency_p90': 5.195727753639221}, {'batch_size': 5, 'throughput': 0.9385499112257448, 'latency_mean': 5.311740186214447, 'latency_p50': 5.2764647006988525, 'latency_p90': 5.931268239021301}]
gpu_counts: {'NVIDIA RTX A6000': 1}
display_name: chaiml-mistral31-ff4kex_30322_v2
is_internal_developer: False
language_model: ChaiML/mistral31-ff4kexp1-dpo-v1-data31preffull-3e-b02
model_size: 24B
ranking_group: single
throughput_3p7s: 0.64
us_pacific_date: 2025-04-12
win_ratio: 0.5525846702317291
generation_params: {'temperature': 0.5, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 70, 'presence_penalty': 0.45, 'frequency_penalty': 0.45, 'stopping_words': ['\n', '<|im_start|>', '<|im_end|>'], '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': 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-mistral31-ff4kex-30322-v2-mkmlizer
Waiting for job on chaiml-mistral31-ff4kex-30322-v2-mkmlizer to finish
chaiml-mistral31-ff4kex-30322-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral31-ff4kex-30322-v2-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral31-ff4kex-30322-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral31-ff4kex-30322-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral31-ff4kex-30322-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral31-ff4kex-30322-v2-mkmlizer: ║       /___/                                                         ║
chaiml-mistral31-ff4kex-30322-v2-mkmlizer: ║                                                                     ║
chaiml-mistral31-ff4kex-30322-v2-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-mistral31-ff4kex-30322-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral31-ff4kex-30322-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral31-ff4kex-30322-v2-mkmlizer: ║                                                                     ║
chaiml-mistral31-ff4kex-30322-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral31-ff4kex-30322-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral31-ff4kex-30322-v2-mkmlizer: ║                                                                     ║
chaiml-mistral31-ff4kex-30322-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral31-ff4kex-30322-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral31-ff4kex-30322-v2-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-mistral31-ff4kex-30322-v2-mkmlizer: ║                                                                     ║
chaiml-mistral31-ff4kex-30322-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral31-ff4kex-30322-v2-mkmlizer: Downloaded to shared memory in 57.295s
chaiml-mistral31-ff4kex-30322-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpld4im7h5, device:0
chaiml-mistral31-ff4kex-30322-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral31-ff4kex-30322-v2-mkmlizer: quantized model in 53.825s
chaiml-mistral31-ff4kex-30322-v2-mkmlizer: Processed model ChaiML/mistral31-ff4kexp1-dpo-v1-data31preffull-3e-b02 in 111.121s
chaiml-mistral31-ff4kex-30322-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral31-ff4kex-30322-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral31-ff4kex-30322-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral31-ff4kex-30322-v2
chaiml-mistral31-ff4kex-30322-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral31-ff4kex-30322-v2/config.json
chaiml-mistral31-ff4kex-30322-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral31-ff4kex-30322-v2/special_tokens_map.json
chaiml-mistral31-ff4kex-30322-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral31-ff4kex-30322-v2/tokenizer_config.json
chaiml-mistral31-ff4kex-30322-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral31-ff4kex-30322-v2/tokenizer.json
chaiml-mistral31-ff4kex-30322-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mistral31-ff4kex-30322-v2/flywheel_model.1.safetensors
chaiml-mistral31-ff4kex-30322-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral31-ff4kex-30322-v2/flywheel_model.0.safetensors
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Job chaiml-mistral31-ff4kex-30322-v2-mkmlizer completed after 146.9s with status: succeeded
Stopping job with name chaiml-mistral31-ff4kex-30322-v2-mkmlizer
Pipeline stage MKMLizer completed in 147.36s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-mistral31-ff4kex-30322-v2
Waiting for inference service chaiml-mistral31-ff4kex-30322-v2 to be ready
Failed to get response for submission jellywibble-felix-black_21853_v1: HTTPConnectionPool(host='jellywibble-felix-black-21853-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service chaiml-mistral31-ff4kex-30322-v2 ready after 120.68860673904419s
Pipeline stage MKMLDeployer completed in 121.17s
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Running pipeline stage StressChecker
Received healthy response to inference request in 3.1784448623657227s
Received healthy response to inference request in 2.6418280601501465s
Received healthy response to inference request in 2.4615349769592285s
Received healthy response to inference request in 2.6357522010803223s
Received healthy response to inference request in 2.7318625450134277s
5 requests
0 failed requests
5th percentile: 2.4963784217834473
10th percentile: 2.531221866607666
20th percentile: 2.6009087562561035
30th percentile: 2.6369673728942873
40th percentile: 2.639397716522217
50th percentile: 2.6418280601501465
60th percentile: 2.677841854095459
70th percentile: 2.7138556480407714
80th percentile: 2.821179008483887
90th percentile: 2.9998119354248045
95th percentile: 3.0891283988952636
99th percentile: 3.160581569671631
mean time: 2.7298845291137694
Pipeline stage StressChecker completed in 15.08s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.67s
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chaiml-mistral31-ff4kex_30322_v2 status is now deployed due to DeploymentManager action
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Pipeline stage MKMLProfilerTemplater completed in 0.09s
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Creating inference service chaiml-mistral31-ff4kex-30322-v2-profiler
Waiting for inference service chaiml-mistral31-ff4kex-30322-v2-profiler to be ready
Shutdown handler registered
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2927.00s
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chaiml-mistral31-ff4kex_30322_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mistral31-ff4kex_30322_v2 status is now torndown due to DeploymentManager action