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license: apache-2.0 |
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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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# Original Model Card |
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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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# 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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