Truthful DPO TomGrc FusionNet 7Bx2 MoE 13B By yunconglong: Benchmarks, Features and Detailed Analysis. Insights on Truthful DPO TomGrc FusionNet 7Bx2 MoE 13B.

Autotrain compatible Dpo Endpoints compatible Mixtral Moe Region:us Rl-tuned Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/yunconglong/Truthful_DPO_TomGrc_FusionNet_7Bx2_MoE_13B

Truthful DPO TomGrc FusionNet 7Bx2 MoE 13B Benchmarks

ARC: 74.91 vs 96.7 (so35)^-22.5%

HellaSwag: 89.3 vs 95.3 (gpt4)^-6.3%

MMLU: 64.67 vs 88.3 (so35)^-26.8%

TruthfulQA: 78.02 vs 59 (gpt4)^32.2%

WinoGrande: 88.24 vs 87.5 (gpt4)^0.8%

GSM8K: 69.52 vs 96.4 (so35)^-27.9%

LLME Score: 0.18119

^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)

Truthful DPO TomGrc FusionNet 7Bx2 MoE 13B (yunconglong/Truthful_DPO_TomGrc_FusionNet_7Bx2_MoE_13B)

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Truthful DPO TomGrc FusionNet 7Bx2 MoE 13B Parameters and Internals

Model Type

moe, DPO, RL-TUNED

Additional Notes

Supports the DPO Trainer for training language models, as described in the paper Direct Preference Optimization: Your Language Model is Secretly a Reward Model by Rafailov et al., 2023.

Training Details

Data Sources:

jondurbin/truthy-dpo-v0.1

Methodology:

DPO (Direct Preference Optimization) Trainer for training language models from preference data.

LLM Name	Truthful DPO TomGrc FusionNet 7Bx2 MoE 13B
Repository 🤗	https://huggingface.co/yunconglong/Truthful_DPO_TomGrc_FusionNet_7Bx2_MoE_13B
Model Size	12.9b
Required VRAM	25.8 GB
Updated	2025-09-23
Maintainer	yunconglong
Model Type	mixtral
Model Files	5.0 GB: 1-of-6 4.9 GB: 2-of-6 5.0 GB: 3-of-6 5.0 GB: 4-of-6 4.9 GB: 5-of-6 1.0 GB: 6-of-6
Model Architecture	MixtralForCausalLM
License	mit
Context Length	32768
Model Max Length	32768
Transformers Version	4.36.2
Tokenizer Class	LlamaTokenizer
Padding Token	<s>
Vocabulary Size	32000
Torch Data Type	bfloat16

Quantized Models of the Truthful DPO TomGrc FusionNet 7Bx2 MoE 13B

Model	Likes	Downloads	VRAM
...rc FusionNet 7Bx2 MoE 13B GPTQ	1	9	7 GB
...Grc FusionNet 7Bx2 MoE 13B AWQ	3	13	7 GB

Best Alternatives to Truthful DPO TomGrc FusionNet 7Bx2 MoE 13B

Best Alternatives	Context / RAM	Downloads	Likes
MixTAO 7Bx2 MoE V8.1	32K / 25.8 GB	20811	55
Inf Silent Kunoichi V0.1 2x7B	32K / 25.6 GB	5	0
Inf Silent Kunoichi V0.2 2x7B	32K / 25.6 GB	10	1
MixTAO 7Bx2 MoE V8.1	32K / 25.8 GB	8760	52
LogoS 7Bx2 MoE 13B V0.2	32K / 25.9 GB	9050	10
Mixtral 7Bx2 MoE	32K / 25.8 GB	1764	36
MultiMash8 13B Slerp	32K / 25.7 GB	5	0
MultiMash11 13B Slerp	32K / 25.7 GB	5	0
MultiMash9 13B Slerp	32K / 25.7 GB	5	0
MultiMash10 13B Slerp	32K / 25.7 GB	6	0

Note: green Score (e.g. "73.2") means that the model is better than yunconglong/Truthful_DPO_TomGrc_FusionNet_7Bx2_MoE_13B.

Rank the Truthful DPO TomGrc FusionNet 7Bx2 MoE 13B 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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