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: 0.17579

^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)

Gemma Ei Oc Structured Train (Holmeister/Gemma_ei_oc_structured_train)

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

Quantized Models of the Gemma Ei Oc Structured Train

Model	Likes	Downloads	VRAM
Gemma 7B	3171	70603	17 GB
Gemma 7B	0	14	17 GB

Best Alternatives to Gemma Ei Oc Structured Train

Best Alternatives	Context / RAM	Downloads	Likes
Qwen Megumin	0K / 0.1 GB	8	1
...s 25 Mistral 7B Irca DPO Pairs	0K / 0.1 GB	7	0
Qwen1.5 7B Chat Sa V0.1	0K / 0 GB	5	0
Zephyr 7B Ipo 0K 15K I1	0K / 0.7 GB	25	0
Hr Other 7B Lora	0K / 0.2 GB	30	0
Deepseek Llm 7B Chat Sa V0.1	0K / 0 GB	5	0
Deepthink Reasoning Adapter	0K / 0.2 GB	13	2
... Days Of Sodom LoRA Mistral 7B	0K / 0.2 GB	12	0
...4a1 L512 R16a32 20241116082857	0K / 0 GB	22	0
...4a1 L512 R16a32 20241116091554	0K / 0 GB	22	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

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Instruction Following and Task Automation
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Original data from HuggingFace, OpenCompass and various public git repos.

Release v20241227

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