What are the hardware requirements for Speechless Codellama Dolphin Orca Platypus 13B?

Speechless Codellama Dolphin Orca Platypus 13B requires approximately 26 GB of VRAM and supports a context window of 16K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Speechless Codellama Dolphin Orca Platypus 13B and how large is it?

Speechless Codellama Dolphin Orca Platypus 13B is developed by speechlessai, a model with 13b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

How does Speechless Codellama Dolphin Orca Platypus 13B perform on standard benchmarks?

Speechless Codellama Dolphin Orca Platypus 13B has the following published scores: MMLU 45.88. Compare against reference models on this page or on the LLM Explorer leaderboards.

Speechless Codellama Dolphin Orca Platypus 13B by speechlessai — VRAM 26GB, 16K context

Name: Speechless Codellama Dolphin Orca Platypus 13B
Author: speechlessai

Speechless Codellama Dolphin Orca Platypus 13B is an open-source language model by speechlessai. Features: 13b LLM, VRAM: 26GB, Context: 16K, License: llama2, Code Generating, LLM Explorer Score: 0.13, Arc: 45.8, HellaSwag: 67.7, MMLU: 45.9, GSM8K: 8.5.

Arxiv:2308.12950 Codegen Dataset:ehartford/dolphin Dataset:garage-baind/open-plat... Dataset:open-orca/openorca En Endpoints compatible Llama Llama2 Pytorch Region:us Sharded

Model Card on HF 🤗: https://huggingface.co/speechlessai/speechless-codellama-dolphin-orca-platypus-13b

Speechless Codellama Dolphin Orca Platypus 13B Benchmarks

ARC: 45.82 vs 96.7 (so35)^-52.6%

HellaSwag: 67.71 vs 95.3 (gpt4)^-29%

MMLU: 45.88 vs 88.3 (so35)^-48%

GSM8K: 8.49 vs 96.4 (so35)^-91.2%

LLME Score: 0.13338

^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)

Speechless Codellama Dolphin Orca Platypus 13B (speechlessai/speechless-codellama-dolphin-orca-platypus-13b)

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Speechless Codellama Dolphin Orca Platypus 13B Parameters and Internals

Model Type

text generation,, code synthesis

Use Cases

Areas:

commercial, research

Primary Use Cases:

code synthesis, understanding tasks

Limitations:

Use in languages other than English

Considerations:

Perform safety testing tailored to specific applications

Additional Notes

Trained on an offline dataset

Training Details

Data Sources:

ehartford/dolphin, Open-Orca/OpenOrca, garage-bAInd/Open-Platypus

Methodology:

Fine-tune the codellama/CodeLlama-13b-hf 2 epochs with Dolphin (5% GPT4), Orca (5% GPT4) and Platypus (100%) datasets

Hardware Used:

A100-80GB GPUs

Model Architecture:

An optimized transformer architecture

Responsible Ai Considerations

Accountability:

Developers should perform safety testing and tuning tailored to their specific applications of the model.

Mitigation Strategies:

Safety testing and tuning

Input Output

Input Format:

Text input only

Output Format:

Text output only

LLM Name	Speechless Codellama Dolphin Orca Platypus 13B
Repository 🤗	https://huggingface.co/speechlessai/speechless-codellama-dolphin-orca-platypus-13b
Model Size	13b
Required VRAM	26 GB
Updated	2026-05-16
Maintainer	speechlessai
Model Type	llama
Model Files	9.9 GB: 1-of-3 9.9 GB: 2-of-3 6.2 GB: 3-of-3
Supported Languages	en
Generates Code	Yes
Model Architecture	LlamaForCausalLM
License	llama2
Context Length	16384
Model Max Length	16384
Transformers Version	4.32.0
Tokenizer Class	LlamaTokenizer
Beginning of Sentence Token	<s>
End of Sentence Token	</s>
Unk Token	<unk>
Vocabulary Size	32016
Torch Data Type	float16

Best Alternatives to Speechless Codellama Dolphin Orca Platypus 13B

Best Alternatives	Context / RAM	Downloads	Likes
NexusRaven V2 13B	16K / 26 GB	80	470
CodeLlama 13B Instruct Hf	16K / 26 GB	4666	160
CodeLlama 13B MORepair	16K / 26 GB	12	2
CodeLlama 13B Hf	16K / 26 GB	2455	117
CodeLlama 13B Instruct Hf	16K / 26 GB	2861	28
CodeLlama 13B Python Hf	16K / 26 GB	1241	51
Tora Code 13B V1.0	16K / 26 GB	938	15
...ma Airoboros Orca Platypus 13B	16K / 26 GB	996	0
...ma 13B Hf Truncated Embeddings	16K / 52.3 GB	5	0
CodeLlama 13B Hf	16K / 26 GB	1161	0

Note: green Score (e.g. "73.2") means that the model is better than speechlessai/speechless-codellama-dolphin-orca-platypus-13b.

Rank the Speechless Codellama Dolphin Orca Platypus 13B 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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Release v20260328a

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Speechless Codellama Dolphin Orca Platypus 13B by speechlessai

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Speechless Codellama Dolphin Orca Platypus 13B Benchmarks

Speechless Codellama Dolphin Orca Platypus 13B Parameters and Internals

Best Alternatives to Speechless Codellama Dolphin Orca Platypus 13B

Rank the Speechless Codellama Dolphin Orca Platypus 13B Capabilities

What open-source LLMs or SLMs are you in search of? 53972 in total.