From 632ed97fddb386ffe0ddda7dfb9b3cfdcc04a2d0 Mon Sep 17 00:00:00 2001 From: Elshikh-Amro Date: Sat, 6 Dec 2025 12:40:19 +0200 Subject: [PATCH 1/3] mainreadme --- README.md | 20 ++++++++++++++++---- chart.jpg | Bin 0 -> 33951 bytes readme_images/chart.jpg | Bin 0 -> 33951 bytes 3 files changed, 16 insertions(+), 4 deletions(-) create mode 100644 chart.jpg create mode 100644 readme_images/chart.jpg diff --git a/README.md b/README.md index a5069d4..0b11127 100644 --- a/README.md +++ b/README.md @@ -132,10 +132,22 @@ perception-based counterpart to technical evaluation. ## 📊 Key Findings -- FINDING1..... -- FINDING2..... -- FINDING3..... -- FINDING4..... +- Through our work and experiments, we were able to raise an important question and +demonstrate that open-source models, when carefully optimized, have significant +untapped potential +and with the right tweaks, they can meaningfully compete with commercial LLMs. + +- The results show a promising trend: nearly 40% of respondents felt that open- +source models are either +fully comparable or only slightly behind commercial systems. Meanwhile, 45.2% +indicated that performance +differences depend on the specific task suggesting that open-source models can +match commercial quality in many real-world scenarios. Only a small minority felt +that commercial models were clearly superior. These findings reinforce our conclusion +that, with the right optimizations and configurations, open-source models have the +potential to compete meaningfully with commercial AI systems. + +![image](readme_images/chart.jpg) --- diff --git a/chart.jpg b/chart.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe38ac3eb2a6447fef07e7fc6d634e1eb0424fcb GIT binary patch literal 33951 zcmd?QcT`i)w>TOVQ7K|TdJ{=v^R$8mb^5MWslGB=oBEj`R*nuY&Zd z(xpl7#fSI1?(g1r@49cT_s?DHt+&rQGyCk>v-h4klbMs*d;U!Q`3ZQ0P=qT2ZruU^ zZrxmfKa01f;BsZx%AOT7M*}v_-dA__>u=3F1ov+$J|ccVd_(rkb$LrIiv_`uuJ7VMei_lRDE|g#m$Ssv z2nuOw>!RFnnb{TX3xD<9Xu5Ux*8ff4jl6sJZ{PZ>PXhQ?0l|&7yZ3L*`fJj^=>xJ5 z3Ov&!H+Q-B7W=WBf|6Bs_c0q3srBXC!aJOWD^=#mpBVtjotw4*?*IWZfZfx7Z_WQs zp6uL8JGiQ@-R0Ruu-xYMBsH-=Hv82f9jL%jY|?6~_r509p~jnqm|R_CsI0D5GILqg z97CBaBSc||FMwgtMqn0{qM|KQ4K78?6t~nv?6DT%c~9(%7}bwJ=C9^+dpX{vOuV6| zW!(*Ba^LZ#HL4%EqZVj!y@YmbaO~@?es}7HjNAT;qs%|!^ylO5mOQrS$lxNq{3gC4 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+147,7 @@ that commercial models were clearly superior. These findings reinforce our concl that, with the right optimizations and configurations, open-source models have the potential to compete meaningfully with commercial AI systems. -![image](readme_images/chart.jpg) + ![image](readme_images/chart.jpg) --- From acda02b49cf0e9e24ed8a9865d8c3693c4eb6eac Mon Sep 17 00:00:00 2001 From: Elshikh-Amro Date: Sat, 6 Dec 2025 16:29:53 +0200 Subject: [PATCH 3/3] mainreadme --- README.md | 2 +- readme_images/chart.jpg | Bin 33951 -> 0 bytes readme_images/chart2.png | Bin 0 -> 67450 bytes 3 files changed, 1 insertion(+), 1 deletion(-) delete mode 100644 readme_images/chart.jpg create mode 100644 readme_images/chart2.png diff --git a/README.md b/README.md index 54ce202..e8021ed 100644 --- a/README.md +++ b/README.md @@ -147,7 +147,7 @@ that commercial models were clearly superior. These findings reinforce our concl that, with the right optimizations and configurations, open-source models have the potential to compete meaningfully with commercial AI systems. - ![image](readme_images/chart.jpg) + ![image](readme_images/chart2.png) --- diff --git a/readme_images/chart.jpg b/readme_images/chart.jpg deleted file mode 100644 index fe38ac3eb2a6447fef07e7fc6d634e1eb0424fcb..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 33951 zcmd?QcT`i)w>TOVQ7K|TdJ{=v^R$8mb^5MWslGB=oBEj`R*nuY&Zd z(xpl7#fSI1?(g1r@49cT_s?DHt+&rQGyCk>v-h4klbMs*d;U!Q`3ZQ0P=qT2ZruU^ zZrxmfKa01f;BsZx%AOT7M*}v_-dA__>u=3F1ov+$J|ccVd_(rkb$LrIiv_`uuJ7VMei_lRDE|g#m$Ssv z2nuOw>!RFnnb{TX3xD<9Xu5Ux*8ff4jl6sJZ{PZ>PXhQ?0l|&7yZ3L*`fJj^=>xJ5 z3Ov&!H+Q-B7W=WBf|6Bs_c0q3srBXC!aJOWD^=#mpBVtjotw4*?*IWZfZfx7Z_WQs zp6uL8JGiQ@-R0Ruu-xYMBsH-=Hv82f9jL%jY|?6~_r509p~jnqm|R_CsI0D5GILqg z97CBaBSc||FMwgtMqn0{qM|KQ4K78?6t~nv?6DT%c~9(%7}bwJ=C9^+dpX{vOuV6| 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