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Open-weight model · Text generation

exaone-7b-verireason-reproduced-1513-fullft-best-grpo-reproduced-1.0

by Jongbin Won Jongbin-kr/exaone-7b-verireason-reproduced-1513-fullft-best-grpo-reproduced-1.0

exaone-7b-verireason-reproduced-1513-fullft-best-grpo-reproduced-1.0 is an open-weight model for text generation from Jongbin Won. It has 7.8B parameters and a 32,768-token context. At 16-bit it needs about 18.8 GB of GPU memory, which fits on 1x MI300X from $1.85 an hour, at the lowest prices in the SAVRN Index. It draws 19 downloads a month.

This model is a fine-tuned version of Jongbin-kr/exaone-7b-verireason-reproduced-1513-fullft-epoch4. It has been trained using TRL.

Parameters7.8B
Context32,768
Weights15.6 GB
License
AccessOpen weights
Monthly Downloads19

Runs On

What it takes to serve exaone-7b-verireason-reproduced-1513-fullft-best-grpo-reproduced-1.0 (7.8B parameters): the memory its weights need at each precision, and the cheapest way to rent enough data-center GPUs to hold them.

PrecisionWeightsMemory neededCheapest setupPer hourAlso fits
16-bit 15.6 GB 18.8 GB 1x MI300X (192 GB)
Vultr
$1.85 1x H100 $1.99 · 1x MI325X $2.00
8-bit 7.8 GB 9.4 GB 1x MI300X (192 GB)
Vultr
$1.85 1x H100 $1.99 · 1x MI325X $2.00
4-bit 3.9 GB 4.7 GB 1x MI300X (192 GB)
Vultr
$1.85 1x H100 $1.99 · 1x MI325X $2.00

Memory is the weights at that precision plus 20% for the runtime and a short context; a long context needs more. Prices are the lowest on-demand hourly rates in the SAVRN Index, read Sep 19, 2026.

exaone-7b-verireason-reproduced-1513-fullft-best-grpo-reproduced-1.0 on every accelerator the SAVRN Index prices, at every precision

Model Card

This model is a fine-tuned version of Jongbin-kr/exaone-7b-verireason-reproduced-1513-fullft-epoch4. It has been trained using TRL. This model was trained with GRPO, a method introduced in DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Excerpt from the card by Jongbin Won.

Configuration

Architecture
ExaoneForCausalLM
Context length (tokens)
32,768
Hidden size
4,096
Feed-forward size
14,336
Attention heads
32
Key/value heads
8
Head dimension
128
Vocabulary size
102,400
Model type
exaone

Identity and Version

Repository
Jongbin-kr/exaone-7b-verireason-reproduced-1513-fullft-best-grpo-reproduced-1.0
Publisher
Jongbin Won
Task
Text generation
Modality
Text
Library
transformers
Parameters
7.8B parameters
Languages
trl
Revision
2301dc14acefe7fc57de84512d1467ce3a69b969
First published
2026-09-15
Last updated
2026-09-19

Files and Weights

579 files, 15.7 GB in total. The weights are 2 files totalling 15.6 GB in bin, safetensors.

Weights2 files · 15.6 GB
Configuration5 files · 2.0 MB
Tokenizer2 files · 7.9 MB
Documentation1 file · 2.4 KB
Other568 files · 26.0 MB
Repository1 file · 1.5 KB
Every file
FileTypeSizeSHA-256
model.safetensorsWeights15.6 GB 1433565c38d5
training_args.binWeights11.9 KB ea7baea14e64
config.jsonConfiguration1.0 KB
configuration_exaone.pyConfiguration11.3 KB
generation_config.jsonConfiguration143 B
modeling_exaone.pyConfiguration24.0 KB
trainer_state.jsonConfiguration2.0 MB
README.mdDocumentation2.4 KB
chat_template.jinjaOther339 B
completions/completions_00001.parquetOther55.6 KB 670c9501655d
completions/completions_00002.parquetOther64.6 KB 52c2807ef8ce
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completions/completions_00009.parquetOther66.0 KB 7d8b0193e7b2
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.gitattributesRepository1.5 KB
tokenizer.jsonTokenizer7.9 MB
tokenizer_config.jsonTokenizer6.6 KB

License and Download

License
Not stated by the source
Access
Open weights, no gate
Download size
15.6 GB
Download from Jongbin Won

Released by Jongbin Won through its official repository on Hugging Face.

Built From

  • Derived from Jongbin-kr/exaone-7b-verireason-reproduced-1513-fullft-epoch4
  • Described by arXiv:2402.03300

Memory Requirements

PrecisionWeights in memory
As published15.6 GB
16-bit15.6 GB
8-bit7.8 GB
4-bit3.9 GB

Weights only, from the published parameter count; the key-value cache and runtime add to this.

Questions About exaone-7b-verireason-reproduced-1513-fullft-best-grpo-reproduced-1.0

How much GPU memory does exaone-7b-verireason-reproduced-1513-fullft-best-grpo-reproduced-1.0 need?

About 18.8 GB at 16-bit and 4.7 GB at 4-bit: the weights (7.8B parameters) plus a working margin. A long context needs more.

What is the cheapest GPU to run exaone-7b-verireason-reproduced-1513-fullft-best-grpo-reproduced-1.0 on?

At 16-bit, 1x MI300X from $1.85 an hour; at 4-bit, 1x MI300X from $1.85 an hour, at the lowest on-demand prices the SAVRN Index lists.

What is exaone-7b-verireason-reproduced-1513-fullft-best-grpo-reproduced-1.0's context length?

32,768 tokens, from the maximum position embeddings in its published configuration.

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Open weights apache-2.0 7.6B parameters 32,768 tokens transformers

Model · Text generation

Qwen2.5-7B-Instruct-AWQ

Qwen

Qwen2.5 is the latest series of Qwen large language models. For Qwen2.5, we release a number of base language models and instruction-tuned language models ranging from 0.5 to 72 billion parameters. Qwen2.5 brings the following improvements upon Qwen2: - Significantly more knowledge and has greatly improved capabilities in coding and mathematics, thanks to our specialized expert models in these domains. - Significant improvements in instruction following, generating long texts (over 8K tokens), understanding structured data (e.g, tables), and generating structured outputs especially JSON. More resilient to the diversity of system prompts, enhancing role-play implementation and…

Open weights apache-2.0 7.6B parameters 32,768 tokens transformers

Model · Text generation

Qwen2.5-Coder-7B-Instruct

Qwen

Qwen2.5-Coder is the latest series of Code-Specific Qwen large language models (formerly known as CodeQwen). As of now, Qwen2.5-Coder has covered six mainstream model sizes, 0.5, 1.5, 3, 7, 14, 32 billion parameters, to meet the needs of different developers. Qwen2.5-Coder brings the following improvements upon CodeQwen1.5: - Significantly improvements in code generation, code reasoning and code fixing. Base on the strong Qwen2.5, we scale up the training tokens into 5.5 trillion including source code, text-code grounding, Synthetic data, etc. Qwen2.5-Coder-32B has become the current state-of-the-art open-source codeLLM, with its coding abilities matching those of GPT-4o. - A more…

Open weights apache-2.0 7.6B parameters 32,768 tokens transformers

Model · Text generation

Qwen2.5-Coder-7B-Instruct-AWQ

Qwen

Qwen2.5-Coder is the latest series of Code-Specific Qwen large language models (formerly known as CodeQwen). As of now, Qwen2.5-Coder has covered six mainstream model sizes, 0.5, 1.5, 3, 7, 14, 32 billion parameters, to meet the needs of different developers. Qwen2.5-Coder brings the following improvements upon CodeQwen1.5: - Significantly improvements in code generation, code reasoning and code fixing. Base on the strong Qwen2.5, we scale up the training tokens into 5.5 trillion including source code, text-code grounding, Synthetic data, etc. Qwen2.5-Coder-32B has become the current state-of-the-art open-source codeLLM, with its coding abilities matching those of GPT-4o. - A more…

Open weights apache-2.0 7.6B parameters 32,768 tokens transformers

Model · Text generation

Qwen2.5-Coder-7B

Qwen

Qwen2.5-Coder is the latest series of Code-Specific Qwen large language models (formerly known as CodeQwen). As of now, Qwen2.5-Coder has covered six mainstream model sizes, 0.5, 1.5, 3, 7, 14, 32 billion parameters, to meet the needs of different developers. Qwen2.5-Coder brings the following improvements upon CodeQwen1.5: - Significantly improvements in code generation, code reasoning and code fixing. Base on the strong Qwen2.5, we scale up the training tokens into 5.5 trillion including source code, text-code grounding, Synthetic data, etc. Qwen2.5-Coder-32B has become the current state-of-the-art open-source codeLLM, with its coding abilities matching those of GPT-4o. - A more…

Open weights apache-2.0 7.6B parameters 32,768 tokens transformers

Model · Text generation

Qwen2.5-7B

Qwen

Qwen2.5 is the latest series of Qwen large language models. For Qwen2.5, we release a number of base language models and instruction-tuned language models ranging from 0.5 to 72 billion parameters. Qwen2.5 brings the following improvements upon Qwen2: - Significantly more knowledge and has greatly improved capabilities in coding and mathematics, thanks to our specialized expert models in these domains. - Significant improvements in instruction following, generating long texts (over 8K tokens), understanding structured data (e.g, tables), and generating structured outputs especially JSON. More resilient to the diversity of system prompts, enhancing role-play implementation and…

Open weights apache-2.0 7.6B parameters 131,072 tokens transformers