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Einstein-v6-7B-GGUF

Text Generation
GGUF
English
axolotl
Generated from Trainer
Mistral
instruct
finetune
chatml
gpt4
synthetic data
science
physics
chemistry
biology
math
Inference Endpoints
conversational
Model card Files Community
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Llamacpp quants

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+ ---
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+ license: other
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+ tags:
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+ - axolotl
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+ - generated_from_trainer
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+ - Mistral
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+ - instruct
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+ - finetune
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+ - chatml
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+ - gpt4
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+ - synthetic data
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+ - science
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+ - physics
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+ - chemistry
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+ - biology
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+ - math
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+ base_model: alpindale/Mistral-7B-v0.2-hf
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+ datasets:
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+ - allenai/ai2_arc
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+ - camel-ai/physics
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+ - camel-ai/chemistry
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+ - camel-ai/biology
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+ - camel-ai/math
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+ - metaeval/reclor
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+ - openbookqa
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+ - mandyyyyii/scibench
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+ - derek-thomas/ScienceQA
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+ - TIGER-Lab/ScienceEval
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+ - jondurbin/airoboros-3.2
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+ - LDJnr/Capybara
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+ - Cot-Alpaca-GPT4-From-OpenHermes-2.5
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+ - STEM-AI-mtl/Electrical-engineering
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+ - knowrohit07/saraswati-stem
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+ - sablo/oasst2_curated
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+ - lmsys/lmsys-chat-1m
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+ - TIGER-Lab/MathInstruct
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+ - bigbio/med_qa
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+ - meta-math/MetaMathQA-40K
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+ - openbookqa
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+ - piqa
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+ - metaeval/reclor
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+ - derek-thomas/ScienceQA
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+ - scibench
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+ - sciq
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+ - Open-Orca/SlimOrca
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+ - migtissera/Synthia-v1.3
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+ - TIGER-Lab/ScienceEval
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+ - allenai/WildChat
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+ - microsoft/orca-math-word-problems-200k
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+ - openchat/openchat_sharegpt4_dataset
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+ - teknium/GPTeacher-General-Instruct
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+ - m-a-p/CodeFeedback-Filtered-Instruction
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+ - totally-not-an-llm/EverythingLM-data-V3
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+ - HuggingFaceH4/no_robots
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+ - OpenAssistant/oasst_top1_2023-08-25
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+ - WizardLM/WizardLM_evol_instruct_70k
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+ language:
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+ - en
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+ quantized_by: bartowski
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+ pipeline_tag: text-generation
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+ ---
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+
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+ ## Llamacpp Quantizations of Einstein-v6-7B
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+
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+ Using <a href="https://github.com/ggerganov/llama.cpp/">llama.cpp</a> release <a href="https://github.com/ggerganov/llama.cpp/releases/tag/b2589">b2589</a> for quantization.
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+
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+ Original model: https://huggingface.co/Weyaxi/Einstein-v6-7B
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+
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+ Download a file (not the whole branch) from below:
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+
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+ | Filename | Quant type | File Size | Description |
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+ | -------- | ---------- | --------- | ----------- |
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+ | [Einstein-v6-7B-Q8_0.gguf](https://huggingface.co/bartowski/Einstein-v6-7B-GGUF/blob/main/Einstein-v6-7B-Q8_0.gguf) | Q8_0 | 7.69GB | Extremely high quality, generally unneeded but max available quant. |
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+ | [Einstein-v6-7B-Q6_K.gguf](https://huggingface.co/bartowski/Einstein-v6-7B-GGUF/blob/main/Einstein-v6-7B-Q6_K.gguf) | Q6_K | 5.94GB | Very high quality, near perfect, *recommended*. |
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+ | [Einstein-v6-7B-Q5_K_M.gguf](https://huggingface.co/bartowski/Einstein-v6-7B-GGUF/blob/main/Einstein-v6-7B-Q5_K_M.gguf) | Q5_K_M | 5.13GB | High quality, *recommended*. |
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+ | [Einstein-v6-7B-Q5_K_S.gguf](https://huggingface.co/bartowski/Einstein-v6-7B-GGUF/blob/main/Einstein-v6-7B-Q5_K_S.gguf) | Q5_K_S | 4.99GB | High quality, *recommended*. |
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+ | [Einstein-v6-7B-Q5_0.gguf](https://huggingface.co/bartowski/Einstein-v6-7B-GGUF/blob/main/Einstein-v6-7B-Q5_0.gguf) | Q5_0 | 4.99GB | High quality, older format, generally not recommended. |
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+ | [Einstein-v6-7B-Q4_K_M.gguf](https://huggingface.co/bartowski/Einstein-v6-7B-GGUF/blob/main/Einstein-v6-7B-Q4_K_M.gguf) | Q4_K_M | 4.36GB | Good quality, uses about 4.83 bits per weight, *recommended*. |
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+ | [Einstein-v6-7B-Q4_K_S.gguf](https://huggingface.co/bartowski/Einstein-v6-7B-GGUF/blob/main/Einstein-v6-7B-Q4_K_S.gguf) | Q4_K_S | 4.14GB | Slightly lower quality with small space savings. |
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+ | [Einstein-v6-7B-IQ4_NL.gguf](https://huggingface.co/bartowski/Einstein-v6-7B-GGUF/blob/main/Einstein-v6-7B-IQ4_NL.gguf) | IQ4_NL | 4.15GB | Decent quality, similar to Q4_K_S, new method of quanting, *recommended*. |
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+ | [Einstein-v6-7B-IQ4_XS.gguf](https://huggingface.co/bartowski/Einstein-v6-7B-GGUF/blob/main/Einstein-v6-7B-IQ4_XS.gguf) | IQ4_XS | 3.94GB | Decent quality, new method with similar performance to Q4. |
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+ | [Einstein-v6-7B-Q4_0.gguf](https://huggingface.co/bartowski/Einstein-v6-7B-GGUF/blob/main/Einstein-v6-7B-Q4_0.gguf) | Q4_0 | 4.10GB | Decent quality, older format, generally not recommended. |
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+ | [Einstein-v6-7B-Q3_K_L.gguf](https://huggingface.co/bartowski/Einstein-v6-7B-GGUF/blob/main/Einstein-v6-7B-Q3_K_L.gguf) | Q3_K_L | 3.82GB | Lower quality but usable, good for low RAM availability. |
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+ | [Einstein-v6-7B-Q3_K_M.gguf](https://huggingface.co/bartowski/Einstein-v6-7B-GGUF/blob/main/Einstein-v6-7B-Q3_K_M.gguf) | Q3_K_M | 3.51GB | Even lower quality. |
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+ | [Einstein-v6-7B-IQ3_M.gguf](https://huggingface.co/bartowski/Einstein-v6-7B-GGUF/blob/main/Einstein-v6-7B-IQ3_M.gguf) | IQ3_M | 3.28GB | Medium-low quality, new method with decent performance. |
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+ | [Einstein-v6-7B-IQ3_S.gguf](https://huggingface.co/bartowski/Einstein-v6-7B-GGUF/blob/main/Einstein-v6-7B-IQ3_S.gguf) | IQ3_S | 3.18GB | Lower quality, new method with decent performance, recommended over Q3 quants. |
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+ | [Einstein-v6-7B-Q3_K_S.gguf](https://huggingface.co/bartowski/Einstein-v6-7B-GGUF/blob/main/Einstein-v6-7B-Q3_K_S.gguf) | Q3_K_S | 3.16GB | Low quality, not recommended. |
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+ | [Einstein-v6-7B-Q2_K.gguf](https://huggingface.co/bartowski/Einstein-v6-7B-GGUF/blob/main/Einstein-v6-7B-Q2_K.gguf) | Q2_K | 2.71GB | Extremely low quality, *not* recommended. |
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+
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+ Want to support my work? Visit my ko-fi page here: https://ko-fi.com/bartowski