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MegaBeam Mistral 7B 300K by amazon

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  Autotrain compatible   Conversational   Mistral   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/amazon/MegaBeam-Mistral-7B-300k 

MegaBeam Mistral 7B 300K Benchmarks

MMLU Pro: 17.21
GPQA: 3.13
MUSR: 8.35
BBH: 19.29
IFEval: 52.03 vs 88 (so35)-40.9%
MATH Lvl 5: 2.11
LLME Score: 0.25216
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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MegaBeam Mistral 7B 300K Parameters and Internals

Model Type 
language model
Use Cases 
Primary Use Cases:
processing long contexts
Limitations:
Ensure compliance with local regulations and quality standards.
Additional Notes 
Ensure model use complies with local regulations and quality standards.
Training Details 
Methodology:
fine-tuned
Context Length:
320000
Input Output 
Input Format:
320K max position embeddings.
Accepted Modalities:
text
LLM NameMegaBeam Mistral 7B 300K
Repository 🤗https://huggingface.co/amazon/MegaBeam-Mistral-7B-300k 
Model Size7b
Required VRAM14.4 GB
Updated2025-03-19
Maintaineramazon
Model Typemistral
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length288800
Model Max Length288800
Transformers Version4.36.0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16
MegaBeam Mistral 7B 300K (amazon/MegaBeam-Mistral-7B-300k)

Quantized Models of the MegaBeam Mistral 7B 300K

Model
Likes
Downloads
VRAM
MegaBeam Mistral 7B 300K Gguf3115 GB

Best Alternatives to MegaBeam Mistral 7B 300K

Best Alternatives
Context / RAM
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...Nemo Instruct 2407 Abliterated1000K / 24.5 GB168216
MegaBeam Mistral 7B 512K512K / 14.4 GB732050
SpydazWeb AI HumanAI RP512K / 14.4 GB161
SpydazWeb AI HumanAI 002512K / 14.4 GB181
...daz Web AI ChatML 512K Project512K / 14.5 GB120
MegaBeam Mistral 7B 300K282K / 14.4 GB693616
Hebrew Mistral 7B 200K256K / 30 GB313315
Astral 256K 7B250K / 14.4 GB100
Astral 256K 7B V2250K / 14.4 GB90
Test001128K / 14.5 GB90
Note: green Score (e.g. "73.2") means that the model is better than amazon/MegaBeam-Mistral-7B-300k.

Rank the MegaBeam Mistral 7B 300K Capabilities

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Release v20241124
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