Codegemma 1.1 7B It By google: Benchmarks, Features and Detailed Analysis. Insights on Codegemma 1.1 7B It.

Autotrain compatible Conversational Endpoints compatible Gemma Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/google/codegemma-1.1-7b-it

Codegemma 1.1 7B It Benchmarks

^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)

Codegemma 1.1 7B It (google/codegemma-1.1-7b-it)

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Codegemma 1.1 7B It Parameters and Internals

Model Type

text-to-text, text-to-code, decoder-only

Use Cases

Areas:

code completion, code generation, code conversation, code education

Primary Use Cases:

code completion with an IDE extension, conversation interfaces discussing code

Limitations:

inherent limitations of technology

Training Details

Data Sources:

publicly available code repositories, open source mathematics datasets, synthetically generated code

Data Volume:

500 to 1000 billion tokens

Hardware Used:

Tensor Processing Unit (TPU)

Model Architecture:

text-to-text and text-to-code decoder-only

Safety Evaluation

Methodologies:

structured evaluations, internal red-teaming testing

Risk Categories:

content safety, representational harms, cyber-offence capabilities

Input Output

Input Format:

code prefix and/or suffix for code completion and generation scenarios, or natural language text or prompt

Output Format:

fill-in-the-middle code completion, code and natural language

LLM Name	Codegemma 1.1 7B It
Repository 🤗	https://huggingface.co/google/codegemma-1.1-7b-it
Model Size	7b
Required VRAM	17.1 GB
Updated	2025-10-11
Maintainer	google
Model Type	gemma
Model Files	5.0 GB: 1-of-4 5.0 GB: 2-of-4 5.0 GB: 3-of-4 2.1 GB: 4-of-4
Model Architecture	GemmaForCausalLM
License	gemma
Context Length	8192
Model Max Length	8192
Transformers Version	4.40.1
Tokenizer Class	GemmaTokenizer
Padding Token	<pad>
Vocabulary Size	256000
Torch Data Type	bfloat16

Quantized Models of the Codegemma 1.1 7B It

Model	Likes	Downloads	VRAM
Codegemma 1.1 7B It 8bit	2	31	9 GB
Codegemma 1.1 7B It 4bit	1	13	4 GB
Codegemma 1.1 7B It GPTQ	1	4	7 GB
Codegemma 1.1 7B It AWQ	0	6	7 GB

Best Alternatives to Codegemma 1.1 7B It

Best Alternatives	Context / RAM	Downloads	Likes
Kaggle Math Model Gemma V1	12K / 17.1 GB	5	0
Gemma 1.1 7B It	8K / 17.1 GB	13535	275
SeaLLM 7B V2.5	8K / 17.1 GB	13066	50
Zephyr 7B Gemma DPO Avg	8K / 17.1 GB	15	0
Zephyr 7B Gemma Rpo Avg	8K / 17.1 GB	6	0
Codegemma 7B	8K / 17.1 GB	52677	201
Zephyr 7B Gemma V0.1	8K / 17.1 GB	1180	123
... Codegemma 2 7B It Alpaca V1.3	8K / 17.1 GB	3	1
... 7B Finetuned Sft Navarasa 2.0	8K / 34 GB	1218	22
Codegemma 7B It	8K / 17.1 GB	5133	231

Note: green Score (e.g. "73.2") means that the model is better than google/codegemma-1.1-7b-it.

Rank the Codegemma 1.1 7B It 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

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

Release v20241124

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