Model: tensorblock/RoMistral-7b-Instruct-2024-05-17-GGUF
Author: tensorblock
Tags: gguf, TensorBlock, GGUF, 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, base_model:OpenLLM-Ro/RoMistral-7b-Instruct-2024-05-17, base_model:quantized:OpenLLM-Ro/RoMistral-7b-Instruct-2024-05-17, license:cc-by-nc-4.0, model-index, endpoints_compatible, region:us, conversational
Base models (quantized): id: OpenLLM-Ro/RoMistral-7b-Instruct-2024-05-17
Card metadata: license: cc-by-nc-4.0
language: ro
base_model: OpenLLM-Ro/RoMistral-7b-Instruct-2024-05-17
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
tags: TensorBlock, GGUF
model-index: name: OpenLLM-Ro/RoMistral-7b-Instruct-2024-05-17
results: task: type: text-generation
dataset: name: RoMT-Bench
type: RoMT-Bench
metrics: type: Score
value: 4.99
name: Score
verified: no, type: Score
value: 5.46
name: First turn
verified: no, type: Score
value: 4.53
name: Second turn
verified: no, task: type: text-generation
dataset: name: RoCulturaBench
type: RoCulturaBench
metrics: type: Score
value: 3.38
name: Score
verified: no, task: type: text-generation
dataset: name: Romanian_Academic_Benchmarks
type: Romanian_Academic_Benchmarks
metrics: type: accuracy
value: 52.54
name: Average accuracy
verified: no, task: type: text-generation
dataset: name: OpenLLM-Ro/ro_arc_challenge
type: OpenLLM-Ro/ro_arc_challenge
metrics: type: accuracy
value: 50.41
name: Average accuracy
verified: no, type: accuracy
value: 47.47
name: 0-shot
verified: no, type: accuracy
value: 48.59
name: 1-shot
verified: no, type: accuracy
value: 50.3
name: 3-shot
verified: no, type: accuracy
value: 51.33
name: 5-shot
verified: no, type: accuracy
value: 52.36
name: 10-shot
verified: no, type: accuracy
value: 52.44
name: 25-shot
verified: no, task: type: text-generation
dataset: name: OpenLLM-Ro/ro_mmlu
type: OpenLLM-Ro/ro_mmlu
metrics: type: accuracy
value: 51.61
name: Average accuracy
verified: no, type: accuracy
value: 50.01
name: 0-shot
verified: no, type: accuracy
value: 50.18
name: 1-shot
verified: no, type: accuracy
value: 53.13
name: 3-shot
verified: no, type: accuracy
value: 53.12
name: 5-shot
verified: no, task: type: text-generation
dataset: name: OpenLLM-Ro/ro_winogrande
type: OpenLLM-Ro/ro_winogrande
metrics: type: accuracy
value: 66.48
name: Average accuracy
verified: no, type: accuracy
value: 64.96
name: 0-shot
verified: no, type: accuracy
value: 67.09
name: 1-shot
verified: no, type: accuracy
value: 67.01
name: 3-shot
verified: no, type: accuracy
value: 66.85
name: 5-shot
verified: no, task: type: text-generation
dataset: name: OpenLLM-Ro/ro_hellaswag
type: OpenLLM-Ro/ro_hellaswag
metrics: type: accuracy
value: 60.27
name: Average accuracy
verified: no, type: accuracy
value: 59.99
name: 0-shot
verified: no, type: accuracy
value: 59.48
name: 1-shot
verified: no, type: accuracy
value: 60.14
name: 3-shot
verified: no, type: accuracy
value: 60.61
name: 5-shot
verified: no, type: accuracy
value: 61.12
name: 10-shot
verified: no, task: type: text-generation
dataset: name: OpenLLM-Ro/ro_gsm8k
type: OpenLLM-Ro/ro_gsm8k
metrics: type: accuracy
value: 34.19
name: Average accuracy
verified: no, type: accuracy
value: 21.68
name: 1-shot
verified: no, type: accuracy
value: 38.21
name: 3-shot
verified: no, type: accuracy
value: 42.68
name: 5-shot
verified: no, task: type: text-generation
dataset: name: OpenLLM-Ro/ro_truthfulqa
type: OpenLLM-Ro/ro_truthfulqa
metrics: type: accuracy
value: 52.3
name: Average accuracy
verified: no, task: type: text-generation
dataset: name: LaRoSeDa_binary
type: LaRoSeDa_binary
metrics: type: macro-f1
value: 97.36
name: Average macro-f1
verified: no, type: macro-f1
value: 97.27
name: 0-shot
verified: no, type: macro-f1
value: 96.37
name: 1-shot
verified: no, type: macro-f1
value: 97.97
name: 3-shot
verified: no, type: macro-f1
value: 97.83
name: 5-shot
verified: no, task: type: text-generation
dataset: name: LaRoSeDa_multiclass
type: LaRoSeDa_multiclass
metrics: type: macro-f1
value: 67.55
name: Average macro-f1
verified: no, type: macro-f1
value: 63.95
name: 0-shot
verified: no, type: macro-f1
value: 66.89
name: 1-shot
verified: no, type: macro-f1
value: 68.16
name: 3-shot
verified: no, type: macro-f1
value: 71.19
name: 5-shot
verified: no, task: type: text-generation
dataset: name: LaRoSeDa_binary_finetuned
type: LaRoSeDa_binary_finetuned
metrics: type: macro-f1
value: 98.8
name: Average macro-f1
verified: no, task: type: text-generation
dataset: name: LaRoSeDa_multiclass_finetuned
type: LaRoSeDa_multiclass_finetuned
metrics: type: macro-f1
value: 88.28
name: Average macro-f1
verified: no, task: type: text-generation
dataset: name: WMT_EN-RO
type: WMT_EN-RO
metrics: type: bleu
value: 27.93
name: Average bleu
verified: no, type: bleu
value: 24.87
name: 0-shot
verified: no, type: bleu
value: 28.3
name: 1-shot
verified: no, type: bleu
value: 29.26
name: 3-shot
verified: no, type: bleu
value: 29.27
name: 5-shot
verified: no, task: type: text-generation
dataset: name: WMT_RO-EN
type: WMT_RO-EN
metrics: type: bleu
value: 13.21
name: Average bleu
verified: no, type: bleu
value: 3.69
name: 0-shot
verified: no, type: bleu
value: 5.45
name: 1-shot
verified: no, type: bleu
value: 19.92
name: 3-shot
verified: no, type: bleu
value: 23.8
name: 5-shot
verified: no, task: type: text-generation
dataset: name: WMT_EN-RO_finetuned
type: WMT_EN-RO_finetuned
metrics: type: bleu
value: 28.72
name: Average bleu
verified: no, task: type: text-generation
dataset: name: WMT_RO-EN_finetuned
type: WMT_RO-EN_finetuned
metrics: type: bleu
value: 40.86
name: Average bleu
verified: no, task: type: text-generation
dataset: name: XQuAD
type: XQuAD
metrics: type: exact_match
value: 43.66
name: Average exact_match
verified: no, type: f1
value: 63.7
name: Average f1
verified: no, task: type: text-generation
dataset: name: XQuAD_finetuned
type: XQuAD_finetuned
metrics: type: exact_match
value: 55.04
name: Average exact_match
verified: no, type: f1
value: 72.31
name: Average f1
verified: no, task: type: text-generation
dataset: name: STS
type: STS
metrics: type: spearman
value: 77.43
name: Average spearman
verified: no, type: pearson
value: 78.43
name: Average pearson
verified: no, task: type: text-generation
dataset: name: STS_finetuned
type: STS_finetuned
metrics: type: spearman
value: 87.25
name: Average spearman
verified: no, type: pearson
value: 87.79
name: Average pearson
verified: no, task: type: text-generation
dataset: name: XQuAD_EM
type: XQuAD_EM
metrics: type: exact_match
value: 23.36
name: 0-shot
verified: no, type: exact_match
value: 47.98
name: 1-shot
verified: no, type: exact_match
value: 51.85
name: 3-shot
verified: no, type: exact_match
value: 51.43
name: 5-shot
verified: no, task: type: text-generation
dataset: name: XQuAD_F1
type: XQuAD_F1
metrics: type: f1
value: 46.29
name: 0-shot
verified: no, type: f1
value: 67.4
name: 1-shot
verified: no, type: f1
value: 70.58
name: 3-shot
verified: no, type: f1
value: 70.53
name: 5-shot
verified: no, task: type: text-generation
dataset: name: STS_Spearman
type: STS_Spearman
metrics: type: spearman
value: 77.91
name: 1-shot
verified: no, type: spearman
value: 77.73
name: 3-shot
verified: no, type: spearman
value: 76.65
name: 5-shot
verified: no, task: type: text-generation
dataset: name: STS_Pearson
type: STS_Pearson
metrics: type: pearson
value: 78.03
name: 1-shot
verified: no, type: pearson
value: 78.74
name: 3-shot
verified: no, type: pearson
value: 78.53
name: 5-shot
verified: no
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Created: 2024-12-06 17:39:33