chaiml-nitral-18k-1116-v2

developer_uid: azuruce

submission_id: chaiml-nitral-18k-1116-v2_v6

model_name: chaiml-nitral-18k-1116-v2_v6

model_group: ChaiML/nitral_18k_1116_v

status: torndown

timestamp: 2025-02-24T23:15:55+00:00

num_battles: 5307

num_wins: 2527

celo_rating: 1225.77

family_friendly_score: 0.391

family_friendly_standard_error: 0.006900999927546732

submission_type: basic

model_repo: ChaiML/nitral_18k_1116_v2

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 4

max_input_tokens: 100

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.8046775412124372, 'latency_mean': 1.2426697826385498, 'latency_p50': 1.2516671419143677, 'latency_p90': 1.4080326318740846}, {'batch_size': 5, 'throughput': 2.859929220654757, 'latency_mean': 1.7310792768001557, 'latency_p50': 1.7322378158569336, 'latency_p90': 1.933821702003479}, {'batch_size': 10, 'throughput': 4.433115019476178, 'latency_mean': 2.2295180690288543, 'latency_p50': 2.206869959831238, 'latency_p90': 2.5226237773895264}, {'batch_size': 15, 'throughput': 5.08920215763377, 'latency_mean': 2.891692169904709, 'latency_p50': 2.8820183277130127, 'latency_p90': 3.278852033615112}, {'batch_size': 20, 'throughput': 5.398226275789535, 'latency_mean': 3.6205586767196656, 'latency_p50': 3.657500386238098, 'latency_p90': 4.095414113998413}, {'batch_size': 25, 'throughput': 5.629695271340336, 'latency_mean': 4.3342236340045925, 'latency_p50': 4.339311718940735, 'latency_p90': 4.937526297569275}, {'batch_size': 30, 'throughput': 5.733292433161579, 'latency_mean': 5.055669288635254, 'latency_p50': 5.114978194236755, 'latency_p90': 5.831059384346008}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-nitral-18k-1116-v2_v6

is_internal_developer: False

language_model: ChaiML/nitral_18k_1116_v2

model_size: 13B

ranking_group: single

throughput_3p7s: 5.56

us_pacific_date: 2025-02-24

win_ratio: 0.47616355756547957

generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 100, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['User:', 'Bot:', '\n', '<|eot_id|>', '####', 'You:', '</s>', '<|im_end|>'], 'max_input_tokens': 100, 'best_of': 4, 'max_output_tokens': 64}

formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', '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-nitral-18k-1116-v2-v6-mkmlizer
Waiting for job on chaiml-nitral-18k-1116-v2-v6-mkmlizer to finish
chaiml-nitral-18k-1116-v2-v6-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nitral-18k-1116-v2-v6-mkmlizer: ║     _____            __           __                                ║
chaiml-nitral-18k-1116-v2-v6-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nitral-18k-1116-v2-v6-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nitral-18k-1116-v2-v6-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nitral-18k-1116-v2-v6-mkmlizer: ║       /___/                                                         ║
chaiml-nitral-18k-1116-v2-v6-mkmlizer: ║                                                                     ║
chaiml-nitral-18k-1116-v2-v6-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-nitral-18k-1116-v2-v6-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nitral-18k-1116-v2-v6-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nitral-18k-1116-v2-v6-mkmlizer: ║                                                                     ║
chaiml-nitral-18k-1116-v2-v6-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nitral-18k-1116-v2-v6-mkmlizer: ║  belonging to:                                                      ║
chaiml-nitral-18k-1116-v2-v6-mkmlizer: ║                                                                     ║
chaiml-nitral-18k-1116-v2-v6-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nitral-18k-1116-v2-v6-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nitral-18k-1116-v2-v6-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-nitral-18k-1116-v2-v6-mkmlizer: ║                                                                     ║
chaiml-nitral-18k-1116-v2-v6-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nitral-18k-1116-v2-v6-mkmlizer: Downloaded to shared memory in 112.448s
chaiml-nitral-18k-1116-v2-v6-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp7c50hgn0, device:0
chaiml-nitral-18k-1116-v2-v6-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nitral-18k-1116-v2-v6-mkmlizer: quantized model in 43.308s
chaiml-nitral-18k-1116-v2-v6-mkmlizer: Processed model ChaiML/nitral_18k_1116_v2 in 155.756s
chaiml-nitral-18k-1116-v2-v6-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nitral-18k-1116-v2-v6-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nitral-18k-1116-v2-v6-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nitral-18k-1116-v2-v6
chaiml-nitral-18k-1116-v2-v6-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nitral-18k-1116-v2-v6/special_tokens_map.json
chaiml-nitral-18k-1116-v2-v6-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nitral-18k-1116-v2-v6/config.json
chaiml-nitral-18k-1116-v2-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nitral-18k-1116-v2-v6/tokenizer_config.json
chaiml-nitral-18k-1116-v2-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nitral-18k-1116-v2-v6/tokenizer.json
chaiml-nitral-18k-1116-v2-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nitral-18k-1116-v2-v6/flywheel_model.0.safetensors
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Job chaiml-nitral-18k-1116-v2-v6-mkmlizer completed after 186.52s with status: succeeded
Stopping job with name chaiml-nitral-18k-1116-v2-v6-mkmlizer
Pipeline stage MKMLizer completed in 186.99s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-nitral-18k-1116-v2-v6
Waiting for inference service chaiml-nitral-18k-1116-v2-v6 to be ready
Retrying (%r) after connection broken by '%r': %s
Inference service chaiml-nitral-18k-1116-v2-v6 ready after 291.2180507183075s
Pipeline stage MKMLDeployer completed in 291.75s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.02817440032959s
Received healthy response to inference request in 1.4461884498596191s
Received healthy response to inference request in 1.4083771705627441s
Received healthy response to inference request in 1.3761968612670898s
Received healthy response to inference request in 1.4017369747161865s
5 requests
0 failed requests
5th percentile: 1.381304883956909
10th percentile: 1.3864129066467286
20th percentile: 1.3966289520263673
30th percentile: 1.403065013885498
40th percentile: 1.405721092224121
50th percentile: 1.4083771705627441
60th percentile: 1.423501682281494
70th percentile: 1.438626194000244
80th percentile: 1.5625856399536133
90th percentile: 1.7953800201416017
95th percentile: 1.9117772102355957
99th percentile: 2.004894962310791
mean time: 1.532134771347046
Pipeline stage StressChecker completed in 8.82s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Running pipeline stage TriggerMKMLProfilingPipeline
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2001.71s
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