Granite 3.2 8B Lora Rag Citation Generation By ibm-granite: Benchmarks, Features and Detailed Analysis. Insights on Granite 3.2 8B Lora Rag Citation Generation.

Arxiv:2409.02897 Arxiv:2409.11500 Adapter Base model:adapter:ibm-granite... Base model:ibm-granite/granite... Conversational En Finetuned Instruct Lora Peft Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/ibm-granite/granite-3.2-8b-lora-rag-citation-generation

Granite 3.2 8B Lora Rag Citation Generation Benchmarks

LLME Score: 0.21899

^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)

Granite 3.2 8B Lora Rag Citation Generation (ibm-granite/granite-3.2-8b-lora-rag-citation-generation)

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Granite 3.2 8B Lora Rag Citation Generation Parameters and Internals

LLM Name	Granite 3.2 8B Lora Rag Citation Generation
Repository 🤗	https://huggingface.co/ibm-granite/granite-3.2-8b-lora-rag-citation-generation
Base Model(s)	ibm-granite/granite-3.2-8b-instruct ibm-granite/granite-3.2-8b-instruct
Model Size	8b
Required VRAM	0 GB
Updated	2025-09-23
Maintainer	ibm-granite
Instruction-Based	Yes
Model Files	0.0 GB
Supported Languages	en
Model Architecture	Adapter
License	apache-2.0
Model Max Length	9223372036854775807
Is Biased	none
Tokenizer Class	GPT2Tokenizer
Padding Token	<\|end_of_text\|>
Vocabulary Size	49152
PEFT Type	LORA
LoRA Model	Yes
PEFT Target Modules	q_proj\|k_proj\|v_proj\|o_proj\|up_proj\|down_proj\|gate_proj
LoRA Alpha	8
LoRA Dropout	0.1
R Param	8
Errors	replace

Best Alternatives to Granite 3.2 8B Lora Rag Citation Generation

Best Alternatives	Context / RAM	Downloads	Likes
... 3 8B Instruct Bvr Finetune V3	8K / 16.1 GB	7	0
Flippa V6	0K / 0 GB	1653	1
...B Instruct DPO 0R100L PoliTune	0K / 16.1 GB	6	0
...a 8B Rank 128 INSTRUCT Adapter	0K / 0.7 GB	18	1
...lama 3 1 8B Instruct Orca ORPO	0K / 0.1 GB	4	2
Vortex2	0K / 4.4 GB	8	0
Llama3 8B Instruct Code	0K / 0.2 GB	4	1
...t Sft Rewriting Fs Promptbench	0K / 0.1 GB	5	0
Llama 3 8B Claudstruct V3	0K / 0.1 GB	5	0
Llama 3 8B Claudstruct V1	0K / 0.1 GB	6	0

Note: green Score (e.g. "73.2") means that the model is better than ibm-granite/granite-3.2-8b-lora-rag-citation-generation.

Rank the Granite 3.2 8B Lora Rag Citation Generation 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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Original data from HuggingFace, OpenCompass and various public git repos.

Release v20241124

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Granite 3.2 8B Lora Rag Citation Generation by ibm-granite

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Granite 3.2 8B Lora Rag Citation Generation Benchmarks

Granite 3.2 8B Lora Rag Citation Generation Parameters and Internals

Best Alternatives to Granite 3.2 8B Lora Rag Citation Generation

Rank the Granite 3.2 8B Lora Rag Citation Generation Capabilities

What open-source LLMs or SLMs are you in search of? 51544 in total.