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license: apache-2.0
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---
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license: apache-2.0
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---
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# Garten2-7B-GGUF
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## Description
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This repo contains GGUF format model files for Garten2-7B-GGUF.
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## Files Provided
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| Name | Quant | Bits | File Size | Remark |
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| ---------------------- | ------ | ---- | --------- | -------------------------------- |
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| garten2-7b.IQ3_S.gguf | IQ3_S | 3 | 3.18 GB | 3.44 bpw quantization |
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| garten2-7b.IQ3_M.gguf | IQ3_M | 3 | 3.28 GB | 3.66 bpw quantization mix |
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| garten2-7b.Q4_0.gguf | Q4_0 | 4 | 4.11 GB | 3.56G, +0.2166 ppl |
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| garten2-7b.IQ4_NL.gguf | IQ4_NL | 4 | 4.16 GB | 4.25 bpw non-linear quantization |
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| garten2-7b.Q4_K_M.gguf | Q4_K_M | 4 | 4.37 GB | 3.80G, +0.0532 ppl |
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| garten2-7b.Q5_K_M.gguf | Q5_K_M | 5 | 5.13 GB | 4.45G, +0.0122 ppl |
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| garten2-7b.Q6_K.gguf | Q6_K | 6 | 5.94 GB | 5.15G, +0.0008 ppl |
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| garten2-7b.Q8_0.gguf | Q8_0 | 8 | 7.70 GB | 6.70G, +0.0004 ppl |
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## Parameters
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| path | type | architecture | rope_theta | sliding_win | max_pos_embed |
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| -------------------- | ------- | ------------------ | ---------- | ----------- | ------------- |
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| senseable/Garten2-7B | mistral | MistralForCausalLM | 10000.0 | 4096 | 32768 |
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## Benchmarks
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![](https://i.ibb.co/TmszRLV/Garten2-7-B.png)
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# Original Model Card
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---
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base_model:
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- mistralai/Mistral-7B-v0.1
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tags:
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- qlora
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- dto
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language:
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- "en"
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library_name: transformers
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license: "apache-2.0"
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---
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# Details
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Introducing Garten2-7B, a cutting-edge, small 7B all-purpose Language Model (LLM), designed to redefine the boundaries of artificial intelligence in natural language understanding and generation. Garten2-7B stands out with its unique architecture, expertly crafted to deliver exceptional performance in a wide array of tasks, from conversation to content creation.
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