metadata
license: apache-2.0
tags:
- merge
- mergekit
model-index:
- name: tinyllama_frankenmerge
results:
- task:
type: text-generation
name: Text Generation
dataset:
name: AI2 Reasoning Challenge (25-Shot)
type: ai2_arc
config: ARC-Challenge
split: test
args:
num_few_shot: 25
metrics:
- type: acc_norm
value: 30.2
name: normalized accuracy
source:
url: >-
https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=bn22/tinyllama_frankenmerge
name: Open LLM Leaderboard
- task:
type: text-generation
name: Text Generation
dataset:
name: HellaSwag (10-Shot)
type: hellaswag
split: validation
args:
num_few_shot: 10
metrics:
- type: acc_norm
value: 51.01
name: normalized accuracy
source:
url: >-
https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=bn22/tinyllama_frankenmerge
name: Open LLM Leaderboard
- task:
type: text-generation
name: Text Generation
dataset:
name: MMLU (5-Shot)
type: cais/mmlu
config: all
split: test
args:
num_few_shot: 5
metrics:
- type: acc
value: 26.11
name: accuracy
source:
url: >-
https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=bn22/tinyllama_frankenmerge
name: Open LLM Leaderboard
- task:
type: text-generation
name: Text Generation
dataset:
name: TruthfulQA (0-shot)
type: truthful_qa
config: multiple_choice
split: validation
args:
num_few_shot: 0
metrics:
- type: mc2
value: 40.18
source:
url: >-
https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=bn22/tinyllama_frankenmerge
name: Open LLM Leaderboard
- task:
type: text-generation
name: Text Generation
dataset:
name: Winogrande (5-shot)
type: winogrande
config: winogrande_xl
split: validation
args:
num_few_shot: 5
metrics:
- type: acc
value: 58.72
name: accuracy
source:
url: >-
https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=bn22/tinyllama_frankenmerge
name: Open LLM Leaderboard
- task:
type: text-generation
name: Text Generation
dataset:
name: GSM8k (5-shot)
type: gsm8k
config: main
split: test
args:
num_few_shot: 5
metrics:
- type: acc
value: 1.59
name: accuracy
source:
url: >-
https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=bn22/tinyllama_frankenmerge
name: Open LLM Leaderboard
tinyllama_frankenmerge
This model is a merge of the following models made with mergekit:
- TinyLlama/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T
- TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T
🧩 Configuration
slices:
- sources:
- model: TinyLlama/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T
layer_range: [0, 16]
- sources:
- model: TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T
layer_range: [6, 22]
merge_method: passthrough
dtype: float16
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
Metric | Value |
---|---|
Avg. | 34.64 |
AI2 Reasoning Challenge (25-Shot) | 30.20 |
HellaSwag (10-Shot) | 51.01 |
MMLU (5-Shot) | 26.11 |
TruthfulQA (0-shot) | 40.18 |
Winogrande (5-shot) | 58.72 |
GSM8k (5-shot) | 1.59 |