EVA Qwen2.5 7B V0.1 is an open-source language model by EVA-UNIT-01. Features: 7b LLM, VRAM: 15.2GB, Context: 128K, License: apache-2.0, Instruction-Based, LLM Explorer Score: 0.16.
Base model:finetune:qwen/qwen2... Base model:qwen/qwen2.5-7bDataset:allura-org/celeste-1.x...Dataset:allura-org/shortstorie...Dataset:anthracite-org/kalo-op...Dataset:epiculous/synthrp-gens...Dataset:epiculous/synthstruct-...Dataset:gryphe/chatgpt-4o-writ...Dataset:gryphe/sonnet3.5-charc...Dataset:gryphe/sonnet3.5-slimo...Dataset:nopm/opus writingstruc...Dataset:nothingiisreal/reddit-... Instruct Qwen2 Region:us Safetensors Sharded Tensorflow
Model uses Celeste 70B 0.1 data mixture, greatly expanding it to improve versatility, creativity and "flavor".
Training Details
Data Sources:
Celeste 70B 0.1 data mixture, Kalomaze's Opus_Instruct_25k dataset, ChatGPT-4o-WritingPrompts by Gryphe, Sonnet3.5-Charcards-Roleplay by Gryphe, shortstories_synthlabels by Auri, Synthstruct and SynthRP datasets by Epiculous
Methodology:
Full-parameter finetune on a mixture of synthetic and natural data
Training Time:
2 days
Hardware Used:
4x3090Ti
Input Output
Input Format:
ChatML
Performance Tips:
Model appears to prefer lower temperatures (at least 0.9 and lower). Min-P seems to work now, as well.
Release Notes
Version:
0.1
Notes:
Dataset was deduped and cleaned from version 0.0, and learning rate was adjusted. Resulting model seems to be stabler, and 0.0 problems with handling short inputs and min_p sampling seem to be mostly gone. It will be retrained once more due to crash.
Note: green Score (e.g. "73.2") means that the model is better than EVA-UNIT-01/EVA-Qwen2.5-7B-v0.1.
Rank the EVA Qwen2.5 7B V0.1 Capabilities
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Instruction Following and Task Automation
Factuality and Completeness of Knowledge
Censorship and Alignment
Data Analysis and Insight Generation
Text Generation
Text Summarization and Feature Extraction
Code Generation
Multi-Language Support and Translation
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