Gemma Ei Oc Structured Train By Holmeister: Benchmarks, Features and Detailed Analysis. Insights on Gemma Ei Oc Structured Train.

Adapter Base model:adapter:google/gemm... Base model:google/gemma-7b Finetuned Generated from trainer Llama-factory Lora Peft Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/Holmeister/Gemma_ei_oc_structured_train

Gemma Ei Oc Structured Train Benchmarks

LLME Score: 0.20735

^nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

What is the LLM Explorer Rank (Score)

🌟 Advertise your project 🚀

Gemma Ei Oc Structured Train Parameters and Internals

Additional Notes

Training used hyperparameters including a learning rate of 0.0003, train batch size of 32, and evaluation batch size of 8.

Training Details

Data Sources:

emollms_ei_oc_structured

Methodology:

Fine-tuning with LoRA

LLM Name	Gemma Ei Oc Structured Train
Repository 🤗	https://huggingface.co/Holmeister/Gemma_ei_oc_structured_train
Base Model(s)	Gemma 7B google/gemma-7b
Model Size	7b
Required VRAM	0.1 GB
Updated	2024-08-15
Maintainer	Holmeister
Model Files	0.1 GB 0.0 GB
Model Architecture	Adapter
Is Biased	none
Tokenizer Class	GemmaTokenizer
Padding Token	<pad>
PEFT Type	LORA
LoRA Model	Yes
PEFT Target Modules	o_proj\|k_proj\|down_proj\|q_proj\|up_proj\|gate_proj\|v_proj
LoRA Alpha	16
LoRA Dropout	0.1
R Param	8

Gemma Ei Oc Structured Train (Holmeister/Gemma_ei_oc_structured_train)

Quantized Models of the Gemma Ei Oc Structured Train

Model	Likes	Downloads	VRAM
Gemma 7B	3066	159751	17 GB
Gemma 7B	0	7	17 GB

Best Alternatives to Gemma Ei Oc Structured Train

Best Alternatives	Context / RAM	Downloads	Likes
CodeAstra 7B	0K / 0 GB	395	9
Qwen1.5 7B Chat Sa V0.1	0K / 0 GB	5	0
Glue Sst2	0K / 0 GB	12966	1
Deepseek Llm 7B Chat Sa V0.1	0K / 0 GB	5	0
Magicoder	0K / 0 GB	10392	10
...eze Embed Tokens Q V Proj Lora	0K / 0.1 GB	2	1
Llamaduo Synth Ds V0.1	0K / 0.2 GB	11	1
...n Hermes Erotic Story Finetune	0K / 0 GB	44	0
Storytell	0K / 0 GB	8	0
Zephyr 7B Gpo V5 I1	0K / 0.7 GB	6	0

Note: green Score (e.g. "73.2") means that the model is better than Holmeister/Gemma_ei_oc_structured_train.

Rank the Gemma Ei Oc Structured Train Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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

What open-source LLMs or SLMs are you in search of? 38765 in total.

Email us: info@extractum.io. Our Privacy Policy | Terms and Conditions | Suggest an improvement.

Our Social Media →

Original data from HuggingFace, OpenCompass and various public git repos.

Release v20241124

Support LLM Explorer