chaiml-gy-exp18-sftlora_90879

developer_uid: bogoconic1

submission_id: chaiml-gy-exp18-sftlora_90879_v1

model_name: chaiml-gy-exp18-sftlora_90879_v1

model_group: ChaiML/gy-exp18-sftlora-

status: torndown

timestamp: 2025-06-26T20:26:14+00:00

num_battles: 8470

num_wins: 4349

celo_rating: 1298.8

family_friendly_score: 0.5202

family_friendly_standard_error: 0.007065294898303962

submission_type: basic

model_repo: ChaiML/gy-exp18-sftlora-gy-1266-1301-7850-pref-grok-ctx2500-96tok-onlylast-ep2

model_architecture: MistralForCausalLM

model_num_parameters: 24096691200.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.5260385200823671, 'latency_mean': 1.9009019505977631, 'latency_p50': 1.8906649351119995, 'latency_p90': 2.130382943153381}, {'batch_size': 3, 'throughput': 1.0457432879671962, 'latency_mean': 2.8608272862434387, 'latency_p50': 2.8404189348220825, 'latency_p90': 3.1626771450042725}, {'batch_size': 5, 'throughput': 1.3351513716834504, 'latency_mean': 3.718776171207428, 'latency_p50': 3.71809184551239, 'latency_p90': 4.11905038356781}, {'batch_size': 6, 'throughput': 1.4454238027879884, 'latency_mean': 4.129969371557236, 'latency_p50': 4.115504860877991, 'latency_p90': 4.548794865608215}, {'batch_size': 8, 'throughput': 1.5705182621447735, 'latency_mean': 5.046645257472992, 'latency_p50': 5.008102059364319, 'latency_p90': 5.771478462219238}, {'batch_size': 10, 'throughput': 1.6491464794368649, 'latency_mean': 6.0205266726017, 'latency_p50': 6.037358522415161, 'latency_p90': 6.748203444480896}]

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

display_name: chaiml-gy-exp18-sftlora_90879_v1

is_internal_developer: True

language_model: ChaiML/gy-exp18-sftlora-gy-1266-1301-7850-pref-grok-ctx2500-96tok-onlylast-ep2

model_size: 24B

ranking_group: single

throughput_3p7s: 1.34

us_pacific_date: 2025-06-26

win_ratio: 0.5134592680047225

generation_params: {'temperature': 0.8, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 60, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '<|im_start|>system\n{memory}<|im_end|>\n', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{bot_name}: {message}<|im_end|>\n', 'user_template': '<|im_start|>user\n{user_name}: {message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n{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-gy-exp18-sftlora-90879-v1-mkmlizer
Waiting for job on chaiml-gy-exp18-sftlora-90879-v1-mkmlizer to finish
chaiml-gy-exp18-sftlora-90879-v1-mkmlizer: Downloaded to shared memory in 80.354s
chaiml-gy-exp18-sftlora-90879-v1-mkmlizer: Checking if ChaiML/gy-exp18-sftlora-gy-1266-1301-7850-pref-grok-ctx2500-96tok-onlylast-ep2 already exists in ChaiML
chaiml-gy-exp18-sftlora-90879-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpch_0rlyz, device:0
chaiml-gy-exp18-sftlora-90879-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-gy-exp18-sftlora-90879-v1-mkmlizer: quantized model in 49.525s
chaiml-gy-exp18-sftlora-90879-v1-mkmlizer: Processed model ChaiML/gy-exp18-sftlora-gy-1266-1301-7850-pref-grok-ctx2500-96tok-onlylast-ep2 in 129.879s
chaiml-gy-exp18-sftlora-90879-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-gy-exp18-sftlora-90879-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-gy-exp18-sftlora-90879-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-gy-exp18-sftlora-90879-v1
chaiml-gy-exp18-sftlora-90879-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-gy-exp18-sftlora-90879-v1/config.json
chaiml-gy-exp18-sftlora-90879-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-gy-exp18-sftlora-90879-v1/tokenizer.json
chaiml-gy-exp18-sftlora-90879-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-gy-exp18-sftlora-90879-v1/flywheel_model.1.safetensors
chaiml-gy-exp18-sftlora-90879-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-gy-exp18-sftlora-90879-v1/flywheel_model.0.safetensors
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Job chaiml-gy-exp18-sftlora-90879-v1-mkmlizer completed after 164.28s with status: succeeded
Stopping job with name chaiml-gy-exp18-sftlora-90879-v1-mkmlizer
Pipeline stage MKMLizer completed in 164.78s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-gy-exp18-sftlora-90879-v1
Waiting for inference service chaiml-gy-exp18-sftlora-90879-v1 to be ready
Inference service chaiml-gy-exp18-sftlora-90879-v1 ready after 150.65666365623474s
Pipeline stage MKMLDeployer completed in 151.17s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.5062716007232666s
Received healthy response to inference request in 2.14192271232605s
Received healthy response to inference request in 2.0702877044677734s
Received healthy response to inference request in 1.9948968887329102s
Received healthy response to inference request in 2.2540969848632812s
5 requests
0 failed requests
5th percentile: 2.009975051879883
10th percentile: 2.0250532150268556
20th percentile: 2.0552095413208007
30th percentile: 2.084614706039429
40th percentile: 2.1132687091827393
50th percentile: 2.14192271232605
60th percentile: 2.186792421340942
70th percentile: 2.231662130355835
80th percentile: 2.3045319080352784
90th percentile: 2.4054017543792723
95th percentile: 2.4558366775512694
99th percentile: 2.496184616088867
mean time: 2.193495178222656
Pipeline stage StressChecker completed in 12.60s
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Running pipeline stage OfflineFamilyFriendlyScorer
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Pipeline stage OfflineFamilyFriendlyScorer completed in 3239.87s
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