Model: OpenLLM-Ro/RoGemma-7b-Instruct-2024-06-28
Author: OpenLLM-Ro
Pipeline: text-generation
Library: transformers
Tags: transformers, safetensors, gemma, text-generation, conversational, ro, dataset:OpenLLM-Ro/ro_sft_alpaca, dataset:OpenLLM-Ro/ro_sft_alpaca_gpt4, dataset:OpenLLM-Ro/ro_sft_dolly, dataset:OpenLLM-Ro/ro_sft_selfinstruct_gpt4, dataset:OpenLLM-Ro/ro_sft_norobots, dataset:OpenLLM-Ro/ro_sft_orca, dataset:OpenLLM-Ro/ro_sft_camel, arxiv:2406.18266, base_model:google/gemma-7b, base_model:finetune:google/gemma-7b, license:cc-by-nc-4.0, model-index, text-generation-inference, endpoints_compatible, region:us
Base models (finetune): id: google/gemma-7b
Card metadata: license: cc-by-nc-4.0
language: ro
base_model: google/gemma-7b
datasets: OpenLLM-Ro/ro_sft_alpaca, OpenLLM-Ro/ro_sft_alpaca_gpt4, OpenLLM-Ro/ro_sft_dolly, OpenLLM-Ro/ro_sft_selfinstruct_gpt4, OpenLLM-Ro/ro_sft_norobots, OpenLLM-Ro/ro_sft_orca, OpenLLM-Ro/ro_sft_camel
model-index: name: OpenLLM-Ro/RoGemma-7b-Instruct-2024-06-28
results: task: type: text-generation
dataset: name: RoMT-Bench
type: RoMT-Bench
metrics: name: Score
type: Score
value: 5.26
verified: no, task: type: text-generation
dataset: name: RoCulturaBench
type: RoCulturaBench
metrics: name: Score
type: Score
value: 3.26
verified: no, task: type: text-generation
dataset: name: Romanian_Academic_Benchmarks
type: Romanian_Academic_Benchmarks
metrics: name: Average accuracy
type: accuracy
value: 53.41
verified: no, task: type: text-generation
dataset: name: OpenLLM-Ro/ro_arc_challenge
type: OpenLLM-Ro/ro_arc_challenge
metrics: name: Average accuracy
type: accuracy
value: 52.44
verified: no, task: type: text-generation
dataset: name: OpenLLM-Ro/ro_mmlu
type: OpenLLM-Ro/ro_mmlu
metrics: name: Average accuracy
type: accuracy
value: 54.44
verified: no, task: type: text-generation
dataset: name: OpenLLM-Ro/ro_winogrande
type: OpenLLM-Ro/ro_winogrande
metrics: name: Average accuracy
type: accuracy
value: 69.36
verified: no, task: type: text-generation
dataset: name: OpenLLM-Ro/ro_hellaswag
type: OpenLLM-Ro/ro_hellaswag
metrics: name: Average accuracy
type: accuracy
value: 61.96
verified: no, task: type: text-generation
dataset: name: OpenLLM-Ro/ro_gsm8k
type: OpenLLM-Ro/ro_gsm8k
metrics: name: Average accuracy
type: accuracy
value: 31.06
verified: no, task: type: text-generation
dataset: name: OpenLLM-Ro/ro_truthfulqa
type: OpenLLM-Ro/ro_truthfulqa
metrics: name: Average accuracy
type: accuracy
value: 51.23
verified: no, task: type: text-generation
dataset: name: LaRoSeDa_binary
type: LaRoSeDa_binary
metrics: name: Average macro-f1
type: macro-f1
value: 97.86
verified: no, task: type: text-generation
dataset: name: LaRoSeDa_multiclass
type: LaRoSeDa_multiclass
metrics: name: Average macro-f1
type: macro-f1
value: 65.7
verified: no, task: type: text-generation
dataset: name: LaRoSeDa_binary_finetuned
type: LaRoSeDa_binary_finetuned
metrics: name: Average macro-f1
type: macro-f1
value: 98.43
verified: no, task: type: text-generation
dataset: name: LaRoSeDa_multiclass_finetuned
type: LaRoSeDa_multiclass_finetuned
metrics: name: Average macro-f1
type: macro-f1
value: 87.17
verified: no, task: type: text-generation
dataset: name: WMT_EN-RO
type: WMT_EN-RO
metrics: name: Average bleu
type: bleu
value: 27.91
verified: no, task: type: text-generation
dataset: name: WMT_RO-EN
type: WMT_RO-EN
metrics: name: Average bleu
type: bleu
value: 23.08
verified: no, task: type: text-generation
dataset: name: WMT_EN-RO_finetuned
type: WMT_EN-RO_finetuned
metrics: name: Average bleu
type: bleu
value: 27.99
verified: no, task: type: text-generation
dataset: name: WMT_RO-EN_finetuned
type: WMT_RO-EN_finetuned
metrics: name: Average bleu
type: bleu
value: 39.51
verified: no, task: type: text-generation
dataset: name: XQuAD
type: XQuAD
metrics: name: Average exact_match
type: exact_match
value: 17.75
verified: no, task: type: text-generation
dataset: name: XQuAD
type: XQuAD
metrics: name: Average f1
type: f1
value: 28.11
verified: no, task: type: text-generation
dataset: name: XQuAD_finetuned
type: XQuAD_finetuned
metrics: name: Average exact_match
type: exact_match
value: 52.02
verified: no, task: type: text-generation
dataset: name: XQuAD_finetuned
type: XQuAD_finetuned
metrics: name: Average f1
type: f1
value: 68.43
verified: no, task: type: text-generation
dataset: name: STS
type: STS
metrics: name: Average spearman
type: spearman
value: 73.96
verified: no, task: type: text-generation
dataset: name: STS
type: STS
metrics: name: Average pearson
type: pearson
value: 75.16
verified: no, task: type: text-generation
dataset: name: STS_finetuned
type: STS_finetuned
metrics: name: Average spearman
type: spearman
value: 86.45
verified: no, task: type: text-generation
dataset: name: STS_finetuned
type: STS_finetuned
metrics: name: Average pearson
type: pearson
value: 86.31
verified: no, task: type: text-generation
dataset: name: RoMT-Bench
type: RoMT-Bench
metrics: name: First turn
type: Score
value: 5.92
verified: no, name: Second turn
type: Score
value: 4.6
verified: no, task: type: text-generation
dataset: name: OpenLLM-Ro/ro_arc_challenge
type: OpenLLM-Ro/ro_arc_challenge
metrics: name: 0-shot
type: accuracy
value: 50.3
verified: no, name: 1-shot
type: accuracy
value: 50.9
verified: no, name: 3-shot
type: accuracy
value: 52.53
verified: no, name: 5-shot
type: accuracy
value: 53.3
verified: no, name: 10-shot
type: accuracy
value: 54.33
verified: no, name: 25-shot
type: accuracy
value: 53.3
verified: no, task: type: text-generation
dataset: name: OpenLLM-Ro/ro_mmlu
type: OpenLLM-Ro/ro_mmlu
metrics: name: 0-shot
type: accuracy
value: 54.95
verified: no, name: 1-shot
type: accuracy
value: 54.01
verified: no, name: 3-shot
type: accuracy
value: 54.03
verified: no, name: 5-shot
type: accuracy
value: 54.76
verified: no, task: type: text-generation
dataset: name: OpenLLM-Ro/ro_winogrande
type: OpenLLM-Ro/ro_winogrande
metrics: name: 0-shot
type: accuracy
value: 68.67
verified: no, name: 1-shot
type: accuracy
value: 69.46
verified: no, name: 3-shot
type: accuracy
value: 68.43
verified: no, name: 5-shot
type: accuracy
value: 70.88
verified: no, task: type: text-generation
dataset: name: OpenLLM-Ro/ro_hellaswag
type: OpenLLM-Ro/ro_hellaswag
metrics: name: 0-shot
type: accuracy
value: 61.54
verified: no, name: 1-shot
type: accuracy
value: 61.54
verified: no, name: 3-shot
type: accuracy
value: 62.08
verified: no, name: 5-shot
type: accuracy
value: 62.12
verified: no, name: 10-shot
type: accuracy
value: 62.51
verified: no, task: type: text-generation
dataset: name: OpenLLM-Ro/ro_gsm8k
type: OpenLLM-Ro/ro_gsm8k
metrics: name: 1-shot
type: accuracy
value: 24.79
verified: no, name: 3-shot
type: accuracy
value: 34.5
verified: no, name: 5-shot
type: accuracy
value: 33.89
verified: no, task: type: text-generation
dataset: name: LaRoSeDa_binary
type: LaRoSeDa_binary
metrics: name: 0-shot
type: macro-f1
value: 97.6
verified: no, name: 1-shot
type: macro-f1
value: 97.23
verified: no, name: 3-shot
type: macro-f1
value: 98.13
verified: no, name: 5-shot
type: macro-f1
value: 98.5
verified: no, task: type: text-generation
dataset: name: LaRoSeDa_multiclass
type: LaRoSeDa_multiclass
metrics: name: 0-shot
type: macro-f1
value: 68.53
verified: no, name: 1-shot
type: macro-f1
value: 64.84
verified: no, name: 3-shot
type: macro-f1
value: 63.62
verified: no, name: 5-shot
type: macro-f1
value: 65.83
verified: no, task: type: text-generation
dataset: name: WMT_EN-RO
type: WMT_EN-RO
metrics: name: 0-shot
type: bleu
value: 25.04
verified: no, name: 1-shot
type: bleu
value: 28.43
verified: no, name: 3-shot
type: bleu
value: 28.87
verified: no, name: 5-shot
type: bleu
value: 29.28
verified: no, task: type: text-generation
dataset: name: WMT_RO-EN
type: WMT_RO-EN
metrics: name: 0-shot
type: bleu
value: 4.94
verified: no, name: 1-shot
type: bleu
value: 25.33
verified: no, name: 3-shot
type: bleu
value: 30.87
verified: no, name: 5-shot
type: bleu
value: 31.19
verified: no, task: type: text-generation
dataset: name: XQuAD_EM
type: XQuAD_EM
metrics: name: 0-shot
type: exact_match
value: 36.47
verified: no, name: 1-shot
type: exact_match
value: 26.22
verified: no, name: 3-shot
type: exact_match
value: 3.19
verified: no, name: 5-shot
type: exact_match
value: 5.13
verified: no, task: type: text-generation
dataset: name: XQuAD_F1
type: XQuAD_F1
metrics: name: 0-shot
type: f1
value: 56.83
verified: no, name: 1-shot
type: f1
value: 38.53
verified: no, name: 3-shot
type: f1
value: 6.88
verified: no, name: 5-shot
type: f1
value: 10.19
verified: no, task: type: text-generation
dataset: name: STS_Spearman
type: STS_Spearman
metrics: name: 1-shot
type: spearman
value: 70.61
verified: no, name: 3-shot
type: spearman
value: 73.53
verified: no, name: 5-shot
type: spearman
value: 77.73
verified: no, task: type: text-generation
dataset: name: STS_Pearson
type: STS_Pearson
metrics: name: 1-shot
type: pearson
value: 72.28
verified: no, name: 3-shot
type: pearson
value: 74.46
verified: no, name: 5-shot
type: pearson
value: 78.75
verified: no
Likes: 1 | All-time downloads: 36
Created: 2024-06-06 13:30:35