chaiml-arli-24b-sft-exp_21852

developer_uid: NischayDnk

submission_id: chaiml-arli-24b-sft-exp_21852_v1

model_name: chaiml-arli-24b-sft-exp_21852_v1

model_group: ChaiML/arli-24b-sft-exp2

status: torndown

timestamp: 2025-04-25T16:19:43+00:00

num_battles: 9062

num_wins: 4633

celo_rating: 1297.17

family_friendly_score: 0.5822

family_friendly_standard_error: 0.006974857131153297

submission_type: basic

model_repo: ChaiML/arli-24b-sft-exp2-retrysftdata-full

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': 0.5356330816028821, 'latency_mean': 1.8668837118148804, 'latency_p50': 1.8589378595352173, 'latency_p90': 2.0758121013641357}, {'batch_size': 3, 'throughput': 1.0872563233772568, 'latency_mean': 2.751687135696411, 'latency_p50': 2.753699541091919, 'latency_p90': 3.0362396478652953}, {'batch_size': 5, 'throughput': 1.3998627619818984, 'latency_mean': 3.5532799053192137, 'latency_p50': 3.5788954496383667, 'latency_p90': 3.8949913024902343}, {'batch_size': 6, 'throughput': 1.5209139014717754, 'latency_mean': 3.9182883524894714, 'latency_p50': 3.9125566482543945, 'latency_p90': 4.404206085205078}, {'batch_size': 8, 'throughput': 1.6702985394055039, 'latency_mean': 4.7528067278862, 'latency_p50': 4.761249423027039, 'latency_p90': 5.347197365760803}, {'batch_size': 10, 'throughput': 1.7470934901312596, 'latency_mean': 5.666378512382507, 'latency_p50': 5.655153870582581, 'latency_p90': 6.3468040227890015}]

gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}

display_name: chaiml-arli-24b-sft-exp_21852_v1

is_internal_developer: False

language_model: ChaiML/arli-24b-sft-exp2-retrysftdata-full

model_size: 24B

ranking_group: single

throughput_3p7s: 1.46

us_pacific_date: 2025-04-25

win_ratio: 0.5112557934230854

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': ['<|im_start|>', '\n', '<|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-arli-24b-sft-exp-21852-v1-mkmlizer
Waiting for job on chaiml-arli-24b-sft-exp-21852-v1-mkmlizer to finish
chaiml-arli-24b-sft-exp-21852-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-arli-24b-sft-exp-21852-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-arli-24b-sft-exp-21852-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-arli-24b-sft-exp-21852-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-arli-24b-sft-exp-21852-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-arli-24b-sft-exp-21852-v1-mkmlizer: ║       /___/                                                         ║
chaiml-arli-24b-sft-exp-21852-v1-mkmlizer: ║                                                                     ║
chaiml-arli-24b-sft-exp-21852-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-arli-24b-sft-exp-21852-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-arli-24b-sft-exp-21852-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-arli-24b-sft-exp-21852-v1-mkmlizer: ║                                                                     ║
chaiml-arli-24b-sft-exp-21852-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-arli-24b-sft-exp-21852-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-arli-24b-sft-exp-21852-v1-mkmlizer: ║                                                                     ║
chaiml-arli-24b-sft-exp-21852-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-arli-24b-sft-exp-21852-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-arli-24b-sft-exp-21852-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-arli-24b-sft-exp-21852-v1-mkmlizer: ║                                                                     ║
chaiml-arli-24b-sft-exp-21852-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-arli-24b-sft-exp-21852-v1-mkmlizer: Downloaded to shared memory in 87.105s
chaiml-arli-24b-sft-exp-21852-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp_rxi9wwl, device:0
chaiml-arli-24b-sft-exp-21852-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-arli-24b-sft-exp-21852-v1-mkmlizer: quantized model in 54.191s
chaiml-arli-24b-sft-exp-21852-v1-mkmlizer: Processed model ChaiML/arli-24b-sft-exp2-retrysftdata-full in 141.296s
chaiml-arli-24b-sft-exp-21852-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-arli-24b-sft-exp-21852-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-21852-v1/config.json
chaiml-arli-24b-sft-exp-21852-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-21852-v1/special_tokens_map.json
chaiml-arli-24b-sft-exp-21852-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-21852-v1/tokenizer_config.json
chaiml-arli-24b-sft-exp-21852-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-21852-v1/tokenizer.json
chaiml-arli-24b-sft-exp-21852-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-21852-v1/flywheel_model.1.safetensors
chaiml-arli-24b-sft-exp-21852-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-21852-v1/flywheel_model.0.safetensors
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Job chaiml-arli-24b-sft-exp-21852-v1-mkmlizer completed after 186.14s with status: succeeded
Stopping job with name chaiml-arli-24b-sft-exp-21852-v1-mkmlizer
Pipeline stage MKMLizer completed in 186.63s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.35s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-arli-24b-sft-exp-21852-v1
Waiting for inference service chaiml-arli-24b-sft-exp-21852-v1 to be ready
Inference service chaiml-arli-24b-sft-exp-21852-v1 ready after 130.49026703834534s
Pipeline stage MKMLDeployer completed in 131.02s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.8079230785369873s
Received healthy response to inference request in 2.29386043548584s
Received healthy response to inference request in 2.108198881149292s
Received healthy response to inference request in 2.1838219165802s
Received healthy response to inference request in 2.1136035919189453s
5 requests
0 failed requests
5th percentile: 2.109279823303223
10th percentile: 2.1103607654571532
20th percentile: 2.1125226497650145
30th percentile: 2.1276472568511964
40th percentile: 2.155734586715698
50th percentile: 2.1838219165802
60th percentile: 2.227837324142456
70th percentile: 2.271852731704712
80th percentile: 2.3966729640960693
90th percentile: 2.6022980213165283
95th percentile: 2.705110549926758
99th percentile: 2.7873605728149413
mean time: 2.301481580734253
Pipeline stage StressChecker completed in 12.81s
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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 0.65s
Shutdown handler de-registered
chaiml-arli-24b-sft-exp_21852_v1 status is now deployed due to DeploymentManager action
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 4450.41s
Shutdown handler de-registered
chaiml-arli-24b-sft-exp_21852_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-arli-24b-sft-exp_21852_v1 status is now torndown due to DeploymentManager action