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

Speechless Codellama Airoboros 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.

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

Speechless Codellama Airoboros Orca Platypus 13B has the following published scores: MMLU 43.16. Compare against reference models on this page or on the LLM Explorer leaderboards.

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

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

Speechless Codellama Airoboros 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: 0.12, Arc: 44.9, HellaSwag: 67.7, MMLU: 43.2, GSM8K: 1.8.

Arxiv:2308.12950 Codegen Dataset:garage-baind/open-plat... Dataset:jondurbin/airoboros-2.... Dataset:open-orca/openorca En Endpoints compatible Llama Llama2 Pytorch Region:us Sharded

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

Speechless Codellama Airoboros Orca Platypus 13B Parameters and Internals

Model Type

text-generation, code synthesis, code understanding

Use Cases

Areas:

commercial, research

Applications:

code synthesis, code understanding, code assistant, generation applications

Limitations:

Use in languages other than English, Use in any manner that violates applicable laws or regulations

Considerations:

Consult the Responsible Use Guide for detailed safety and ethical considerations.

Additional Notes

Trained and fine-tuned using the same data as Llama 2 with different weights. Models input and output text only.

Supported Languages

en (proficient), programming_language (proficient)

Training Details

Data Sources:

Llama 2 datasets with different weights

Model Architecture:

auto-regressive language model using an optimized transformer architecture

Responsible Ai Considerations

Mitigation Strategies:

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

Input Output

Input Format:

text only

Output Format:

text only

LLM Name	Speechless Codellama Airoboros Orca Platypus 13B
Repository 🤗	https://huggingface.co/speechlessai/speechless-codellama-airoboros-orca-platypus-13b
Model Size	13b
Required VRAM	26 GB
Updated	2026-07-18
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

Rank the Speechless Codellama Airoboros Orca Platypus 13B capabilities

Have you tried this model? Rate its performance — this feedback helps the ML community find the right model for their needs.

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

Best Alternatives to Speechless Codellama Airoboros Orca Platypus 13B

Best Alternatives	Context / RAM	Downloads	Likes
NexusRaven V2 13B	16K / 26 GB	105	472
CodeLlama 13B Instruct Hf	16K / 26 GB	2469	160
CodeLlama 13B MORepair	16K / 26 GB	9	2
CodeLlama 13B Hf	16K / 26 GB	3466	117
Tora Code 13B V1.0	16K / 26 GB	878	15
CodeLlama 13B Python Hf	16K / 26 GB	558	51
...ma 13B Hf Truncated Embeddings	16K / 52.3 GB	5	0
Codellama 13B Oasst Sft V10	16K / 25.9 GB	184	70
CodeLlama 13B Hf	16K / 26 GB	224	0
CodeLlama 13B Instruct Hf	16K / 26 GB	369	29

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